Overview
How Atomgigs works: sources, catalysts and buyers
Atomgigs does not build machines. It helps makers go to market, advises buyers and delivers work done and data.
- Go-to-market: where, how and to whom
- Gigs: jobs for their machines and talent
Paid by Makers: GTM fees; buyers: per gig
- Advice and investor diligence
- Project bidding and execution
Paid by Catalysts: advice, projects
- Hyperscalers
- Colocation providers
- Neoclouds
- AI labs
- Enterprise and edge
- Automakers
- Other manufacturers
- 3PLs (logistics firms)
- Carriers
- Warehouse operators
- Builders and owners
- Program managers
- Energy and power
- Mining, oil and gas
- Transit and telecom
- Public works
- Police, fire and rescue
- EMS
- Security operators
- Corrections and border
- Military installations
- Defense primes
- Healthcare
- Hospitality
- Real estate, facilities
- Food service
- Retail and agriculture
- Waste and recycling
- Data to train robots
- Real-site task data
- Video and sensor data
- Labs pay for the data
- Buyers get a discount
We offer Advice and work done for buyers; data for physical AI labs. Paid by Buyers: advice, capacity; labs: data
Numbers 01 to 12 are primer numbers: each box has its own detailed primer.
Ten facts that frame the industry.
The essentials a decision-maker needs before any conversation about non-robot machines.
A $44B civil drone market
Drone Industry Insights sizes civil drones at $44.4B in 2026; services are the largest segment.
U.S. fleets and pilots are large
FAA counts 453,635 commercial drone registrations (Nov 2025) and nearly 500,000 certificated remote pilots (end-2025).
Beyond-line-of-sight is next
The BVLOS rule, Part 108, has sat at White House review since 10 July 2026. Waivers still gate routine flights.
The supply chain is shifting
On 22 Dec 2025 the FCC added foreign-made drones to its Covered List. Blue UAS and U.S.-made products are exempt to 1 Jan 2028.
Tariffs add cost
Tariffs on imported drones took effect on 3 Sep 2026 and apply even to models already approved.
Air taxis are close, not here
Joby says it is in the final stage of FAA type certification. U.S. passenger service waits on certification.
IoT is everywhere
21.1B connected IoT devices at the end of 2025, up 14%, with 39B forecast by 2030 (IoT Analytics).
Enterprise IoT is a $324B market
Enterprise IoT grew 13% in 2025. Fewer than 1% of connections run AI at the edge today.
Automation is a $200B+ category
Estimates for 2025 run from about $205B to $275B depending on scope: controllers, drives, software, services.
The gap is delivery
Products arrive faster than finished work. Integration, operation and people decide the result.
Foundations
In pictures, the stack, taxonomy, why now, the chain, robots and non-robots.
The non-robot physical AI stack
Five layers turn a machine into finished work
IN THIS SUB-CHAPTER
In pictures
9
Five layers: sense, connect, decide, act, twin
10
One job through five layers: a roof inspection
11
The machines in this primer.
One example of each kind. Later chapters cover each in turn.





Photos: Gaelle1106 (CC BY-SA 4.0); Harlan Huntington (Public domain); Jennvirskus (CC BY-SA 4.0); Matti Blume (CC BY-SA 4.0); Palatinatian (CC BY 3.0). Products and photographs belong to their owners.
Five layers turn a machine into finished work.
Most products sit in one layer. A project needs all five.
SENSE
Capture the world
CONNECT
Move the data
DECIDE
Turn data into action
ACT
Change the world
TWIN
Remember and simulate
- Cameras, thermal, LiDAR
- Gas and vibration sensors
- GPS, RFID, wearables
- Wi-Fi, 5G, satellite
- LoRaWAN, Ethernet
- OPC UA and MQTT
- Edge and cloud AI
- Flight controllers, PLCs
- Fleet and analytics software
- Drones, valves, motors
- Alerts and work orders
- Doors, lights, locks
- Live model of the site
- Compare today with last week
- Test changes before acting
Each layer has its own makers, standards and people. The chapters that follow take them in turn.
Most makers sell one layer. Finished work comes from joining all five, and running them with the right people.
One job crosses all five layers.
Example: a rooftop inspection at a large facility.
- 11 SENSE
A drone flies a set route with visual and thermal cameras.
- 22 CONNECT
A dock uploads the images over 5G or site Wi-Fi.
- 33 DECIDE
AI flags hot spots and damaged membrane for review.
- 44 ACT
A work order is raised and a crew repairs the roof.
- 55 TWIN
The site model records condition. The next flight compares.
PEOPLE ON THE JOB
Remote pilot
Holds the FAA certificate and approves the route
Analyst
Reviews flagged findings and writes the report
Site manager
Signs off repairs and owns the schedule
The machine does the flying. People, rules and systems turn the flight into a repaired roof.
Taxonomy and vocabulary
The families of machines and the words used to describe them
IN THIS SUB-CHAPTER
Six families of non-robot machines
13
Core definitions
14
Rules and standards vocabulary
15
Six families cover every non-robot machine.
Each family has its own chapter. Robots sit in the 01 Robotics Primer.
Drones and unmanned vehicles
CHAPTER 2Multirotor, fixed wing, hybrid VTOL, tethered, docks. Marine ROVs, AUVs and USVs.
VTOL and advanced air mobility
CHAPTER 3Electric vertical take-off aircraft for passengers and cargo, plus vertiports.
IoT, sensors and smart equipment
CHAPTER 4Sensors, gateways, networks, trackers, wearables, connected tools.
Automation and control
CHAPTER 5PLC, SCADA, DCS, MES, machine vision, building and site automation, autonomy kits.
Digital twins and simulation
CHAPTER 5Live 3D models of sites and assets, linked to real data.
The OEMs behind them
CHAPTER 6The makers, with funding, proof, price and fit.
Every machine in this primer belongs to one of the six families, and each carries a proof level.
Nine terms carry most conversations.
Plain definitions for the words used across the deck.
| TERM | MEANING |
|---|---|
| UAS or drone | An uncrewed aircraft plus the ground equipment, software and people that operate it. |
| BVLOS | Beyond visual line of sight: the pilot cannot see the aircraft directly. Needs FAA approval today. |
| VTOL and eVTOL | Aircraft that take off and land vertically. The e means electric propulsion. |
| IoT and IIoT | Connected sensors and devices that send data over a network. The extra I means industrial. |
| PLC | Programmable logic controller: a rugged computer that runs a machine or process in real time. |
| SCADA | Supervisory control and data acquisition: software that monitors and controls many PLCs and sites. |
| Digital twin | A live digital model of a physical asset or site, kept current with real data. |
| Edge computing | Processing data at or near the device instead of in a distant cloud. |
| ROV, AUV, USV | Remotely operated underwater vehicle, autonomous underwater vehicle, uncrewed surface vessel. |
Nine rules and standards shape what can be deployed.
The vocabulary buyers meet in every compliance conversation.
| TERM | MEANING |
|---|---|
| Part 107 | FAA rule for commercial drones under 55 lb. Requires a certificated remote pilot. |
| Remote ID | Drones broadcast identity and location. Enforced since 16 March 2024. |
| LAANC | Automated system for near-instant FAA airspace authorization near airports. |
| Part 108 | FAA rule for routine BVLOS flight. Final rule at White House review since Jul 2026. |
| Blue UAS | U.S. Defense Department list of vetted drones cleared for government use. |
| NDAA | U.S. defense law. The FY25 version names DJI and Autel equipment. |
| FCC Covered List | Equipment barred from new FCC authorization. Foreign-made drones were added on 22 Dec 2025. |
| Detect and avoid | Onboard systems that sense other aircraft and steer clear of them. |
| OPC UA, MQTT, IEC 62443 | Open standards for machine data, and the industrial cybersecurity standard series. |
Why now
Large markets, new rules and shifting supply chains
IN THIS SUB-CHAPTER
The market is already large
17
Rules and supply chains moved fast, 2024 to 2026
18
What still holds adoption back
19
The market is already large and growing.
Eight numbers that size the opportunity.
$205B–$275B
Industrial automation market, 2025, by source and scope
Drones and IoT are already commercial at scale. The open question is how to deploy and operate them well.
Rules and supply chains moved fast, 2024 to 2026.
Seven dated events that changed how drones are bought and flown.
16 Mar 2024
Jun 2025
Aug 2025
22 Dec 2025
7 Jan 2026
10 Jul 2026
3 Sep 2026
Remote ID becomes enforceable
Executive order "Unleashing American Drone Dominance"
FAA proposes Part 108 for routine BVLOS
FCC adds foreign-made drones to its Covered List
Blue UAS and qualified U.S.-made products exempted (extended to 1 Jan 2028 in Jul 2026)
Final Part 108 sent to White House review
Tariffs on imported drones take effect
Buyers now need a plan for compliance, sourcing and timing, not just a product.
Four things still hold adoption back.
And a readiness view of each family today.
Routine BVLOS
Flights beyond the pilot's sight still run on waivers until Part 108 is final.
Certification
eVTOL aircraft are in FAA type certification. Passenger service waits on it.
Integration
Most products solve one layer. Joining sensors, networks, AI and work systems takes engineering.
Supply and cost
Covered List limits, tariffs and Blue UAS rules change what can be sourced.
READINESS TODAY (SEE SUB-CHAPTER 1.5 FOR THE SCALE)
Drones
Commercial
Pilot and early
IoT and sensors
Commercial
Automation and control
Commercial
Digital twins
Early commercial
Readiness varies by family. Each machine in later chapters carries its own proof level.
The OEM-to-client chain
How a machine travels from its maker to finished work
IN THIS SUB-CHAPTER
The chain: OEM to client
21
Why OEMs struggle to turn product into finished work
22
How Atomgigs closes the gap
23
A machine passes through five hands before it does work.
Atomgigs joins the middle of the chain, where the friction sits.
Designs and builds the machine
Distributor
Stocks and resells it
Integrator
Fits it to the site and the client's systems
Operator
Flies, runs and maintains it
Client
Pays for the result
ATOMGIGS
Sources from OEMs, integrates, deploys and operates for the client
The OEM keeps building. The client keeps its capital. Atomgigs and its contractors carry the work in between.
Atomgigs is robot-agnostic and OEM-agnostic. It brings the right machine and the right people to each job.
OEMs struggle to turn product into finished work.
Six gaps between a good machine and a repaired roof or a finished survey.
Site knowledge
Products are proven in the lab. Every site differs in access, airspace, networks and rules.
Integration
Connecting to client work orders, SCADA and records takes engineering the OEM seldom has.
Approvals
Waivers, airspace, safety cases and insurance must be in place before the first flight or run.
Trained people
Pilots, observers and analysts are hard to find and keep for one job at a time.
Support at scale
Spares, repair and uptime are easy for ten units and hard for a thousand.
Proof and references
Buyers want evidence from a site like theirs before they sign.
The gap is delivery, not product. Closing it is how an OEM turns shipments into repeat business.
Atomgigs closes the gap for the OEM and for the client.
One engagement, two benefits.
- Access to real client projects across sectors
- Deployment and operation by a trained site pod
- Field results and feedback for the product team
- Go-to-market advice on positioning and selling
- The right machine from any maker, sourced directly
- No capital outlay for machines and no long-term headcount
- People through contractors, one per role, per job
- One team from survey to operation, paid for capacity and outcomes
The path is consulting engagement, then pilot, then production, with contractors added per gig as work grows.
Robots and non-robots
Where the line falls between the two primers, and how proof is rated
IN THIS SUB-CHAPTER
Where the line falls
25
The proof scale used in every chapter
26
Primers 01 and 02 together cover every machine.
Where an item sits, and where to read more.
| ITEM | WHERE IT LIVES |
|---|---|
| Autonomous mobile robots | 01 Robotics Primer |
| Humanoids, robot dogs, manipulators | 01 Robotics Primer |
| Inspection and survey drones | This primer, Chapter 2 |
| Drones with a robot arm | 01 Robotics Primer if the job is manipulation; Chapter 2 if it is flight or sensing |
| Marine ROVs, AUVs and USVs | This primer, Chapter 2; maritime sites in the 09 Construction and Infrastructure Primer |
| PLCs and SCADA that run a robot cell | This primer, Chapter 5 |
| Digital twin of a robot cell or site | This primer, Chapter 5 |
| Space hardware | Not a category; space manufacturing sits in the 08 Manufacturing and Logistics Primer |
Where a product spans both, the two primers cross-link instead of repeating each other.
Every machine carries one of four proof levels.
The scale used on every product and use case in this primer.
COMMERCIAL
Sold with references and support. Repeatable across many sites.
EARLY COMMERCIAL
A few references. Works at limited scale or under waivers.
PILOT
Trials with real customers. Not yet repeatable.
CONCEPT
Shown in demos or labs. Not yet in customer hands.
Atomgigs rates each machine honestly, so a client never buys more than the evidence supports.
Drones and unmanned vehicles
In pictures, types, multirotor, mapping, tethered, docks.
Types of drones
Nine types, each built for a different job
IN THIS SUB-CHAPTER
In pictures
29
Nine types at a glance
30
Multirotor: the inspection workhorse
31
Fixed wing and hybrid VTOL for mapping
32
Tethered drones for long watch
33
Drone-in-a-box and docks
34
Photo: a drone dock
35
Heavy-lift and cargo
36
Indoor and confined-space
37
Swarms and light shows
38
Five kinds of drone, in pictures.
Each is built for a different job.





Multirotor
Enterprise inspection and mapping
Fixed-wing VTOL
Survey and mapping
Heavy-lift
Cinema, mapping, industrial payloads
Folding drone
Inspection and public safety
Caged drone
Confined spaces such as tanks
Photos: Gaelle1106 (CC BY-SA 4.0); Adyasha Dash (CC BY-SA 4.0); Momomomo.dicentra (CC BY-SA 4.0); Boevaya mashina (CC BY-SA 3.0 de); ZLEA (CC BY-SA 4.0). Products and photographs belong to their owners.
Nine drone types cover almost every job.
Pick by distance, time in the air, weight carried and who is on site.
Multirotor
COMMERCIALHovers and turns on the spot. Inspection, survey and public safety. 20 to 40 minutes a battery.
Fixed wing
COMMERCIALFlies fast and far over corridors and large areas. Needs room to launch and land.
Hybrid VTOL
COMMERCIALLifts off like a helicopter, cruises like a plane. Mapping models fly up to about an hour.
Tethered
COMMERCIALPowered by a cable. Hours of steady watch from one point.
Drone-in-a-box
COMMERCIALLives in a dock and flies on a schedule or an alert. No pilot on site.
Heavy-lift
EARLY COMMERCIALCarries about 15 kg or more: large sensors, tools, cargo.
Indoor and confined space
COMMERCIALCage-protected flyers for tanks, boilers, silos and tunnels.
FPV
COMMERCIALFirst-person-view flyers. Fast and agile. Pilot skill matters most.
Swarm and light show
COMMERCIAL (SHOWS)Hundreds to thousands of small drones flying a choreographed plan.
Choose the type by the job: how far, how long, how heavy, what sensor, and whether anyone is on site.
Multirotor: the inspection workhorse.
Example: Skydio X10, a U.S.-made enterprise multirotor.

Best for
Roofs, facades, towers, bridges, solar and public-safety response.
| Spec | Skydio X10 |
|---|---|
| Flight time | Up to 40 min; 35 min hover |
| Weight | 2.1 kg with batteries |
| Top speed | 20 m/s (45 mph) |
| Cameras | 48 MP tele, 50 MP wide, 64 MP narrow |
| Thermal | FLIR Boson+, 640 x 512 |
| Weather | IP55; −20 to +45 °C |
| Link | Up to 12 km line of sight in ideal conditions; 1 to 2 km urban |
| Price | Not published; sold through resellers |
Why it works
Onboard obstacle avoidance lowers the pilot skill needed. Fast to launch.
Watch for
Vendor figures are lab conditions. Wind and cold cut real flight time.
The default tool for visual inspection. Real endurance runs below the headline number.
Photo: ZLEA (CC BY-SA 4.0). Products and photographs belong to their owners.
Fixed wing and hybrid VTOL cover large areas.
Two mapping aircraft side by side.

| Spec | WingtraOne GEN II | Quantum Systems Trinity Pro |
|---|---|---|
| Type | Hybrid VTOL mapper | Hybrid VTOL mapper and LiDAR survey |
| Flight time | Up to 59 min | 90 min nominal; 59 min default under export rules |
| Weight | 4.8 kg take-off | 5.75 kg take-off |
| Area per flight | Up to 460 ha (61 MP, 120 m) | Up to 700 ha |
| Payloads | 61 MP camera; 800 g payload | LiDAR, 61 MP, 128 MP and oblique cameras |
| Accuracy claim | 3 cm absolute with PPK | 0.3 cm XY, 0.8 cm Z with 128 MP (vendor claim) |
| Data link | See maker | 5 to 7.5 km |
| Origin | Switzerland | Germany, with U.S. operations |
One flight maps what a multirotor needs a day to cover. Accuracy claims are vendor figures under ideal conditions.
Photo: Adyasha Dash (CC BY-SA 4.0). Products and photographs belong to their owners.
Tethered drones watch one place for hours.
A cable carries power up and data down, so battery life stops being the limit.
Elistair Orion 2
COMMERCIALUp to 50 hours tethered. 100 m tether. 10.5 kg take-off weight. Dual visible and thermal camera. IP54. Set up in under 15 minutes on a 3 kW generator.
Hoverfly Spectre
COMMERCIALPower and data through the tether. Listed on the Blue UAS list (Feb 2025). Used for site security and public-safety watch.
Event and crowd safety
A raised view for incident command.
Perimeter and site watch
Yards, plants, data centers, ports.
Communications relay
Lifts a radio or network node.
Where a camera must stay up all day over one spot, a tether beats a battery. It cannot roam.
Drone-in-a-box turns a flight into a service.
The dock launches, lands, charges and sends data. People supervise from afar.
| System | What it offers | Proof | Cost signal |
|---|---|---|---|
| Skydio Dock for X10 | Charges 15 to 95% in about 35 min. Radio, 5G or Starlink link. Hive of 2 to 6 docks for first response. | Commercial | Not published; plan per dock |
| DJI Dock 3 | Dock with Matrice 4D. Large installed base, but restricted for new U.S. models (see 2.8). | Commercial | Dock $15,890; with drone $24,272 |
| Percepto Air Max | FAA shielded BVLOS waiver (2022). One operator approved for up to 30 drones, as reported. | Commercial | $40,000 to $250,000+ |
| Ondas Optimus | FAA waiver (Jan 2025) for flights over people and vehicles from a remote center. | Commercial (company claim) | Not published |
Docks move the work from a pilot on site to a screen in an office. Rules and cost per dock set the pace.
Typical ballpark values from public sources, not quotes.
A drone dock, opened for launch.

- A DJI Dock 2 with its lid open and the drone on the pad.
- The dock charges the drone, protects it from weather and sends data over the network.
- One dock covers a site on a schedule or when an alarm trips.
Photo: Oronbb (CC0). Products and photographs belong to their owners.
Heavy-lift drones carry real loads.
Large sensors, tools and cargo, with a short time in the air.
Freefly Alta X Gen2
COMMERCIALAbout 15 kg payload. 40 min empty; 17 min at full load. 34.9 kg take-off weight. From $39,650. Made in the U.S. and NDAA-compliant.
Elroy Air Chaparral
PILOTOver 500 lb of cargo and up to 450 miles (company figures). Flew uncrewed cargo flights in Louisiana in Aug 2026.
Large sensors
Cinema cameras and long-range LiDAR.
Tools and parts
Move gear to roofs, towers and remote sites.
Cargo
Medical or industrial supplies on routes without roads.
Payload and flight time trade against each other: full load cuts Alta X time by more than half.
Typical ballpark values from public sources, not quotes.
Indoor drones go where people should not.
Example: Flyability Elios 3, a cage-protected flyer for confined spaces.

| Spec | Flyability Elios 3 |
|---|---|
| Flight time | 11.5 min; 9.1 min with LiDAR |
| Weight | 1,960 g; 2,412 g with LiDAR |
| Cage | 48 x 38 cm; tolerates 2 m/s impacts |
| Camera | 4K, 12.3 MP |
| Thermal | FLIR Lepton, 160 x 120 |
| LiDAR option | Ouster OS0, 128 beams |
| Thickness check | Ultrasonic spot readings, ±0.1 mm |
Where it flies
Boilers, tanks, silos, ducts, tunnels, mine stopes.
What it replaces
Scaffolding, rope access and confined-space entry.
Watch for
Short flights. Thermal resolution is low.
A collision-tolerant cage means a person does not have to enter the tank. Flights are short, so plan many.
Photo: ZLEA (CC BY-SA 4.0). Products and photographs belong to their owners.
Swarms are proven in the sky, not yet on the job.
Light shows show what fleet control can do at scale.
Industrial swarming is early. The record-setting show fleets come largely from China-based Damoda.
Payloads and sensors
What the drone carries decides what it can find
IN THIS SUB-CHAPTER
Six sensor families
40
Thermal: seeing heat
41
LiDAR: building 3D from laser pulses
42
Specialist sensors: crops and gas
43
How to read an accuracy claim
44
Match the sensor to the question
45
Photo: a bridge inspection from the air
46
Six sensor families do most of the work.
The drone is the carrier. The sensor produces the answer.
Visible and zoom cameras
COMMERCIALSkydio X10 pairs 48 MP tele, 50 MP wide and 64 MP narrow cameras.
Thermal
COMMERCIAL640 x 512 radiometric modules. Found on most enterprise inspection drones.
LiDAR
COMMERCIALLaser scanners that build 3D models. Ouster OS1 joined the Blue UAS framework in Jun 2025.
Multispectral
COMMERCIALMicaSense RedEdge-P Dual: 10 bands, 2 cm per pixel at 60 m. Kit $16,990.
Gas and methane
COMMERCIALOptical gas imaging sees 20+ gases. Laser sensors give a reading at a point.
Mapping-grade cameras
COMMERCIAL61 MP and 128 MP survey cameras with PPK positioning for centimeter-level maps.
A good survey combines two or three sensors on one flight. Each adds cost, weight and data to process.
Typical ballpark values from public sources, not quotes.
Thermal cameras show what the eye cannot.
Heat reveals faults before they fail.
| Resolution class | Example | What it suits |
|---|---|---|
| 160 x 120 | FLIR Lepton on Elios 3 | Quick checks in tight spaces; low detail |
| 320 x 256 | FLIR Boson+ and Hadron options | Light-weight drones; moderate range |
| 640 x 512 | FLIR Boson+ on Skydio X10; Hadron 640R+ | Standard for inspection: roofs, panels, switchgear |
Electrical
Hot joints, overloaded breakers, failing insulators.
Roofs and envelopes
Wet insulation, air leaks, missing material.
Solar and wind
Faulty cells, hot spots, blade damage.
Search and rescue
People and animals in the dark.
FLIR Boson+ and Hadron 640R+ are NDAA-compliant and ITAR-free, which suits U.S. public work.
LiDAR builds 3D models from laser pulses.
It works through shadow and thin vegetation, and measures distance directly.
| Sensor | Used on | Note |
|---|---|---|
| Ouster OS1 | Blue UAS framework | First high-resolution 3D lidar approved there, Jun 2025 |
| Quantum Qube 640 | Trinity Pro | 176° field of view; made for survey flights |
| Ouster OS0, 128 beams | Elios 3 | 100 m range, ±6 mm precision; sealed to IP68 |
| DJI Zenmuse L2 and L3 | DJI Matrice | Widely used; DJI is restricted in the U.S. (see 2.8) |
| Hesai | Various | On the Pentagon 1260H list; a court left it listed (Aug 2026) |
Where sourcing matters, ask which lidar is inside. Several leading makers are Chinese-flagged.
Specialist sensors answer narrow questions.
Crop health and gas leaks each need their own instrument.
Multispectral: crop and vegetation health
COMMERCIALMicaSense RedEdge-P Dual captures 10 color bands plus a sharp panchromatic band. Ground detail of 2 cm per pixel at 60 m. Kit $16,990; upgrade $8,995.
Gas and methane
COMMERCIALOptical gas imaging cameras see leaks across 20+ gases. Multi-gas sensors such as Airins Sniffer4D read concentration at a point. Chevron and Percepto flew optical gas imaging in a 2025 pilot.
Specialist sensors are cheap against a missed leak or a failed crop. They need trained analysts to read the output.
Typical ballpark values from public sources, not quotes.
Read accuracy claims with care.
Both numbers below are vendor claims under ideal conditions.
Aircraft
Claim
Conditions
WingtraOne GEN II
3 cm absolute accuracy
With PPK positioning, 61 MP camera
Trinity Pro with 128 MP camera
0.3 cm horizontal, 0.8 cm vertical (RMS)
Ideal conditions; vendor claim
Ground control
Were surveyed points used on the ground?
Check points
Were independent points held back to test the result?
Report
Is there a written accuracy report for this site?
Standard
Does it follow an agreed standard such as ASPRS?
Ask for the check-point report, not the brochure number. Brochure figures are not independent tests.
Match the sensor to the question.
Start with what the client needs to know.
| The question | The sensor | Typical output |
|---|---|---|
| What does it look like up close? | Zoom camera | Photos and video; defect logs |
| Is it running hot? | Thermal | Temperature map; fault list |
| What is the exact shape or volume? | LiDAR or survey camera | 3D model; volumes; cut and fill |
| Is the crop stressed? | Multispectral | Plant-health map |
| Is gas escaping? | Optical gas imaging; laser | Leak location; concentration |
| Is the inside of the tank safe to enter? | Cage drone with camera | Video; thickness readings |
Define the question first. The sensor, drone and plan follow from it.
A bridge inspection, seen from the drone.

- The Oregon Department of Transportation inspects a steel truss bridge.
- A snooper truck works under the deck while the drone gives the overview.
- The same flight can carry zoom, thermal or LiDAR sensors.
Photo: Oregon Department of Transportation (CC BY 2.0). Products and photographs belong to their owners.
Autonomy and software
From a pilot with a stick to a fleet that runs itself
IN THIS SUB-CHAPTER
Five steps of autonomy
48
The open-source flight stack
49
Four layers of software
50
One pilot, several drones
51
Questions to ask a software vendor
52
Autonomy climbs in five steps.
Each step removes some of the pilot's work.
- 5 Supervised
- One person watches several drones.
- 4 Docked
- The drone launches and lands itself.
- 3 Scripted
- A mission repeats on its own.
- 2 Assisted
- Obstacle avoidance and hover hold.
- 1 Manual
- A pilot flies every second.
Value rises with each step, and so does the rule burden: steps 4 and 5 need FAA waivers today.
Open-source flight software runs much of the industry.
Dronecode backs PX4, QGroundControl and MAVLink.
Open code lowers the barrier for OEMs and keeps options open. It does not remove the need for safety engineering.
Four layers of software sit above the drone.
Each layer has its own vendors and its own risks.
| Layer | What it does | Examples and facts |
|---|---|---|
| Flight control | Keeps the aircraft stable and on course | PX4, ArduPilot; Auterion builds on PX4 |
| Mission and fleet | Plans flights, runs docks, supervises fleets | Skydio Ops Center, Command and DFR Command |
| Mapping and analysis | Turns images into models, progress and findings | DroneDeploy: 3M+ sites; Progress, Safety and Inspection AI |
| Work systems | Sends results to the client's own tools | Skydio lists 25+ integrations for first-response software |
Most buyers choose layers 2 to 4. The integration between layers is where projects stall.
One pilot can now supervise several drones.
Approved today by waiver, and proposed as normal by Part 108.
Skydio multi-drone waiver
COMMERCIAL26 Mar 2026: up to four X10 drones per remote pilot, beyond line of sight. 14 agencies, including Las Vegas Metro PD, NYPD, SFPD and New York Power Authority. Flights stay at or below 200 ft or within 50 ft of a structure.
Percepto fleet approval
COMMERCIALReported FAA approval for one operator to run up to 30 drones at once.
Part 108 proposal
PROPOSEDMaximum active aircraft per operator would be 25 for survey, 25 for civic interest, 10 for agriculture and 100 for delivery.
This is where one trained supervisor can serve many drones. Final Part 108 limits may differ from the proposal.
Six questions to ask a software vendor.
Plain checks before any pilot or contract.
Who owns the data?
Raw images, models and logs should stay with the client.
Can I export it?
Open formats such as GeoTIFF, LAS and PDF reports.
What does it connect to?
Work orders, asset systems, GIS, security tools.
Where is it hosted?
Region, retention, and access controls.
How are users tracked?
Logins, roles and an audit trail of every flight.
What happens offline?
Remote sites lose signal. Does the mission still finish?
These six questions surface most integration and security problems before a contract is signed.
Connectivity, batteries and docks
How a drone stays linked, powered and ready
IN THIS SUB-CHAPTER
Links: radio, 5G and satellite
54
Power: batteries and alternatives
55
Dock site checklist
56
Three links keep a drone connected.
Radio for the aircraft, cellular for reach, wired or satellite for the dock.
Radio
COMMERCIALSkydio Connect gives 6 to 12 km in open country and 1 to 2 km in cities, under ideal conditions.
- 5G and cellular
- COMMERCIAL
- Extends range where coverage exists. Skydio's Connect Fusion switches between radio and 5G.
Dock backhaul
COMMERCIALThe Skydio Dock needs 20 Mbps up (100 recommended) over Cat6, Starlink or 5G.
Plan the network before the drone. A remote site with no backhaul cannot run a dock.
Batteries set the limit. Alternatives are emerging.
Most work flies on lithium-ion packs for 20 to 60 minutes.
| Power source | What to expect | Status |
|---|---|---|
| Lithium-ion | Up to about 250 Wh/kg. Typical flights of 20 to 60 minutes. | Commercial |
| Tether | Hours of flight; Orion 2 lists up to 50 hours. Stays near one point. | Commercial |
| Solid-state battery | Claims above 400 Wh/kg. Projection; not yet proven in service. | Concept |
| Hydrogen fuel cell | HevenDrones H2D200: up to 4 hours with a 4.5 kg payload (maker claim, 2023). | Pilot |
For most jobs, swap batteries or use a dock. Do not plan around technology that is not yet in service.
A dock site needs six things.
Example figures are for the Skydio Dock for X10.
Power
Mains supply at the pad, with surge protection.
Network
20 Mbps up; wired, Starlink or 5G.
Pad
The dock weighs 232 lb. Level, clear ground or rooftop.
Weather
Operates from −20 to 50 °C; launch and land in winds to 12 m/s.
Airspace
Built-in Remote ID and ADS-B receiver. Waivers for beyond-line-of-sight flights.
Service
Install takes 1 to 3 days plus 2 days of training. A plan covers maintenance and data.
Fast charging (15 to 95% in about 35 minutes) lets one dock cover many missions a day.
Use cases by sector
Ten sectors where drones already do paid work
IN THIS SUB-CHAPTER
In pictures
58
Ten sectors, one pattern
59
Construction
60
Data centers
61
Mines and quarries
62
Oil and gas
63
Utilities and telecom
64
Rail
65
Ports and airports
66
Agriculture
67
Photo: a spray drone at work
68
Public safety
69
Logistics and delivery
70
Drones at work.
Three of the jobs described in this sub-chapter.



Photos: Roksenhorn (CC BY-SA 4.0); ZLEA (CC BY-SA 4.0); Adyasha Dash (CC BY-SA 4.0). Products and photographs belong to their owners.
Ten sectors, one pattern.
Each saves time or risk on work that was slow, costly or dangerous.
| Sector | Main use | Headline evidence | Proof |
|---|---|---|---|
| Construction | Progress, earthwork, inspection | Sundt cut inspection time 90% | Commercial |
| Data centers | Perimeter, roof, progress | Novva: no intrusions since opening | Early commercial |
| Mines and quarries | Stockpiles, benches, reserves | BURNCO found a $200K discrepancy | Commercial |
| Oil and gas | Gas imaging, tanks, flare | Shell Pernis: 1,000+ dock flights a month | Commercial |
| Utilities and telecom | Lines, structures, storms | Georgia Power: 4.5x more faults found | Commercial |
| Rail | Track, bridges | Bridge inspection from 1 week to 2 days | Commercial |
| Ports and airports | Surveys, patrols, airside checks | Rotterdam supports 50+ operators | Early commercial |
| Agriculture | Spraying, scouting | 16.4M U.S. acres sprayed in 2025 | Commercial |
| Public safety | First response, search | 1,000+ agencies hold waivers | Commercial |
| Logistics and delivery | Parcels, medical supplies | Walmart passed 1M deliveries | Commercial |
Construction: faster progress checks and surveys.
Drones capture the site in minutes instead of a day on foot.
- Progress capture and earthwork volumes
- Roof, facade and structure inspection
- Safety walks of high or unsafe areas
Results are vendor-reported and undated. No dollar savings were published.
Commercial
Frequent, low-cost capture beats occasional surveys. The gain is speed and a shared record.
Data centers: patrol and inspection without a person.
Large campuses suit drones that launch when a fence sensor trips.
- Perimeter patrol and alarm response
- Roof and cooling-plant inspection
- Construction progress on new halls
intrusions reported since opening at Novva Data Centers (company statement)
Novva in Utah has flown two Nightingale Blackbird security drones since 2021 and planned four. They patrol the perimeter and launch when fence sensors trigger. Novva has not calculated a hard return.
Few named public cases, and the main one dates from about 2022. No hyperscaler has published results.
Early commercial
Security and inspection suit docked drones. Few public results exist, so pilots must measure their own.
Mines and quarries: volumes that pay for themselves.
Stockpile and bench measurements find errors that tape and GPS miss.
- Stockpile volume measurement
- Pit and bench survey
- Reserve and compliance checks
Vendor case studies. Major miners have published few comparable results.
Commercial
Volume accuracy turns directly into money. This is the clearest return case in the primer.
Oil and gas: remote inspection and gas imaging.
Docked drones fly from a control room hundreds of miles away.
- Optical gas imaging and flare checks
- Tank, pipe-rack and thermal inspection
- Offshore platform inspection
No dollar figures published. Benefits reported: less personnel exposure and little downtime.
Commercial
Remote operations cut travel and exposure. Gas imaging is the strongest use.
Utilities: more faults found, at lower cost.
Drones inspect towers and lines faster and see the top of every structure.
- Transmission and distribution line inspection
- Storm damage assessment
- Conductor stringing and tower checks
Utility-reported. Telecom-tower operators have published few results.
Commercial
The best-measured result in the deck. Utilities are early and committed adopters.
Rail: inspecting track and bridges from the air.
Fewer track closures and fewer people on ledges.
- Track and right-of-way inspection
- Bridge and tunnel inspection
- Disaster and washout response
1 wk → 2 d
Ohio River bridge inspection time for Watco, by ARE Corp (2020)
BNSF flew its first beyond-line-of-sight mission over 132 miles of track in New Mexico and used drones in Hurricane Harvey. ARE Corp manages about 4,000 short-line bridges.
The published cases date from 2019 and 2020. Large railroads publish little on current programs.
Commercial
Corridors suit beyond-line-of-sight flight, so Part 108 matters most here.
Ports and airports: managing many drones safely.
The authority often runs the airspace picture for many operators.
- Quay, crane and hull surveys
- Perimeter and environmental patrols
- Airside inspections
U.S. ports and airports have published few measured results.
Early commercial
Managing many operators is itself a service. Few measured results exist.
Agriculture: spraying scales fast.
Spray drones moved from novelty to normal practice in three seasons.
- Spraying crop-protection products
- Scouting with multispectral cameras
- Field and drainage mapping
Sources differ on fleet size: 5,500 registered spray drones (Farm Bureau) against 15,000+ (ASDC). Chinese-made share of new sales fell from 93.5% to 75.8%.
Commercial
The fastest-growing drone use. Sourcing and Part 137 rules shape who can supply it.
Typical ballpark values from public sources, not quotes.
A spray drone at work.

- A DJI Agras T50 demonstrates its sprayers in flight.
- Spray drones treated about 16.4 million U.S. acres in 2025.
- Part 137 rules and sourcing rules shape who can supply them.
Photo: Blervis (CC0). Products and photographs belong to their owners.
Public safety: drone as first responder.
A drone reaches the call before a patrol car does.
- Fly to emergency calls ahead of officers
- Search for people and suspects
- Scene overview and fire support
Privacy and policy governance matter. Minneapolis rejected a Skydio trial (Jul 2026); Portland, Maine approved one (Mar 2026). Response-time claims lack primary sources.
Commercial
Fast-growing and politically sensitive. Governance is part of the offer.
Logistics: drone delivery reaches scale.
Retail parcels lead. Other cargo follows.
- Retail and food parcels
- Medical and lab samples
- Remote and island supply
Amazon's city count is a plan, not a result. Routine beyond-line-of-sight flights still rely on waivers until Part 108 is final.
Commercial
Delivery is at scale for a few large operators. Most buyers will partner, not build.
Cost and return
What drones cost, what services cost, and what has been saved
IN THIS SUB-CHAPTER
What the hardware costs
72
What drone services cost
73
Measured savings
74
The market, by segment
75
How to judge return
76
Hardware ranges from $5,000 to over $40,000.
U.S. list prices where published. Several makers do not publish prices.
| Item | Price | Note |
|---|---|---|
| DJI Matrice 4E / 4T | $5,189 / $7,849 | U.S. dealer list, Oct 2026; DJI supply is restricted (see 2.8) |
| DJI Dock 3 alone / with Matrice 4D | $15,890 / $24,272 | With Matrice 4TD: $26,412 |
| Freefly Alta X Gen2 | From $39,650 | U.S.-made, NDAA-compliant |
| Agricultural spray package | Over $40,000 | ASDC estimate |
| MicaSense RedEdge-P Dual | $16,990 kit | Multispectral camera |
| Percepto Air Max dock system | $40,000 to $250,000+ | Secondary source; indicative |
| Skydio X10 and Dock for X10 | Not published | Sold through resellers, with a plan per dock |
Plan the whole system, not the drone: dock, software, plan, training and insurance add to the sticker price.
Typical ballpark values from public sources, not quotes.
Drone services are priced per hour or per structure.
Typical U.S. rates in 2026.
General inspection
$300 to $700 per hour
Commercial roof
$300 to $700 per structure
Tower, bridge or utility structure
$800 to $2,000 per structure
Mapping
$300 to $600 per hour, or about $5 to $15 per acre for a 2D orthomosaic
Per-job rates are published. Retainers and subscriptions for ongoing programs are negotiated and are not public.
Typical ballpark values from public sources, not quotes.
Measured savings are real, but sources vary.
Utility and quarry numbers come from the operators. Others are vendor claims.
| Case | Result | Source type |
|---|---|---|
| Georgia Power, transmission lines | About 60% lower annual cost; 4.5x more faults found | Utility-reported, 2024 |
| BURNCO, stockpiles | $200K discrepancy found in one stockpile | Vendor case study |
| Sundt Construction, site inspection | 90% less inspection time | Vendor case study |
| ARE Corp, rail bridge | Inspection from 1 week to about 2 days | Trade press, 2020 |
| Minnesota DOT, bridges | About 40% average savings | Vendor-authored, 2019 |
| Dams; solar; wind | 40 to 60%; 30 to 40%; 30 to 50% lower cost | Vendor-authored, 2019 |
Use operator-reported results first. Treat vendor ranges as hypotheses to test on the client's own site.
Services are most of the civil drone market.
Drone Industry Insights, 2026.
Forecast: $83.0B by 2035, a 7.2% compound annual growth rate. Civil drones only, not defense.
Most of the money is in doing the work, not selling the aircraft. That is where Atomgigs operates.
Judge return on the client's own numbers.
Independent payback studies are scarce, so build the case site by site.
Baseline
What does the current method cost per site per year?
Time saved
Hours of crew, access gear and downtime avoided.
Risk avoided
Falls, confined-space entry, missed faults.
Frequency
More frequent checks catch problems earlier.
Data reuse
Models serve survey, progress and asset records.
Total cost
Aircraft, dock, software, plan, insurance, people.
Be wary of blanket claims such as ROI in one year. They are usually unsourced vendor content.
Regulation
The rules that decide where, how and by whom a drone can fly
IN THIS SUB-CHAPTER
Part 107 on one page
78
Waivers: the route to advanced flights
79
Remote ID
80
Part 108 and beyond-line-of-sight: status
81
What Part 108 would change
82
Section 2209: critical infrastructure
83
Insurance
84
Europe: the EASA categories
85
Part 107 sets the everyday rules in the U.S.
The rule for commercial flights by drones under 55 lb.
| Topic | The rule |
|---|---|
| Aircraft | Under 55 lb in total, including payload and cargo carried for hire |
| Altitude | 400 ft above ground, or within 400 ft of a structure |
| Line of sight | The pilot must see the aircraft; a visual observer is needed with FPV |
| Night | Allowed with anti-collision lighting (rule effective 21 Apr 2021) |
| Pilot | Remote pilot certificate, age 16 or older, FAA knowledge test |
| Controlled airspace | LAANC approvals at 530+ FAA facilities covering 726+ airports; no ATC permission in Class G |
| Over people | Four categories; Category 1 is 0.55 lb or less with no exposed rotating parts |
Anything outside these limits needs an FAA waiver. That includes routine flights beyond line of sight.
Waivers unlock advanced operations.
Each waiver relaxes one Part 107 rule, with conditions.
- 107.31 Beyond line of sight
- The route used by delivery, docks and linear inspection.
- 107.35 Several aircraft, one pilot
- The route behind one pilot flying up to four drones.
- 107.39 Over people
- Needed unless the aircraft meets a Category 1 to 4 standard.
- 107.29 Night and twilight lighting
- Lighting and visibility variations.
- 107.33 Visual observer
- Relief from observer requirements.
- 107.25 Moving vehicles
- Operating from or over moving vehicles.
The FAA aims to decide in 90 days. An unanswered information request cancels the application after 30 days.
Remote ID makes every drone identifiable.
Part 89 applies to drones that must be registered.
Standard Remote ID drone
Broadcasts identity and location built in. Skydio and most new enterprise drones include it.
Broadcast module
An add-on for older drones. The pilot keeps the drone in sight.
FAA-recognized identification area
Fly without broadcasting inside a recognized site, within line of sight.
The FAA ended discretionary enforcement on 16 Mar 2024. Non-compliance can bring fines and certificate action.
Part 108 is close, but not final.
Status as of 10 Nov 2026.
6 Jun 2025
7 Aug 2025
6 Oct 2025
28 Jan 2026
10 Jul 2026
Nov 2026
Executive order 14307 asks for a final rule in 240 days
NPRM published (Docket FAA-2025-1908)
Comment period closes
Limited reopening to 11 Feb on right-of-way
Final rule sent to White House review (OIRA)
Not yet published; statutory deadline about 7 Dec 2026
The FAA hopes to publish before end-2026. Publication will set an effective date.
What Part 108 would change.
Proposed terms from the NPRM. The final rule may differ.
Two tiers
PROPOSEDOperating permits for lower-risk work. Operating certificates, with a safety management system, for larger programs.
People, not new licenses
PROPOSEDNo new airman certificates. Each operator names an operations supervisor and flight coordinators.
Bigger aircraft
PROPOSEDUp to 1,320 lb take-off weight. Caps by use: 55 lb for delivery, 110 lb for survey, 1,320 lb for agriculture.
Fleet caps
PROPOSEDActive aircraft per operator: 100 delivery, 50 demonstration, 25 survey, 25 civic, 10 agriculture.
Yield to crewed traffic
PROPOSEDDrones yield to aircraft broadcasting ADS-B Out. Low-altitude rules in 108.195.
Airworthiness by standard
PROPOSEDConsensus standards and a Declaration of Compliance from the maker, not type certification.
If adopted, routine beyond-line-of-sight work moves from waivers to permits. Plan for the shift, not the date.
Section 2209 would restrict flights over critical sites.
The FAA proposed it on 6 May 2026.
Standard restrictions
PROPOSEDPermanent fixed sites, within property lines, up to 400 ft, up to 290 days a year, renewed every 5 years.
Special restrictions
PROPOSEDSites facing a credible threat. Flights need the permission of the agency that requested it.
Where it stands
NPRM 91 FR 24650, Docket FAA-2026-4558. Comments closed 5 Aug 2026. No final rule yet. The statutory deadline is about Sep 2027.
Plants, data centers and utilities may soon be able to restrict drones overhead. Site owners should watch it.
Commercial drone work needs liability cover.
The FAA sets no minimum. Clients do.
| Client type | Typical liability limit |
|---|---|
| Baseline for commercial work | $1M per occurrence |
| Construction and infrastructure | $1M to $2M, often with additional-insured requests |
| Film and broadcast | $2M or more |
| Government and municipal | $2M or more; some ask for $5M aggregate |
Check the client's contract before the first flight. Limits and additional-insured wording often decide who can bid.
Europe sorts drones into three categories.
EASA rules, in force across the EU.
| Category | What it covers | Key limits |
|---|---|---|
| Open | Low risk; no prior authorization | Under 25 kg, line of sight, normally 120 m; subcategories A1, A2, A3 |
| Specific | Higher risk; needs authorization | Operational authorization, standard scenarios STS-01 and STS-02, or an operator certificate (LUC) |
| Certified | Highest risk, such as carrying people | Certified aircraft, operator and pilot |
Weight classes: C0 under 250 g, C1 under 900 g, C2 under 4 kg, C3 and C4 under 25 kg.
A European program like Shell Pernis runs beyond line of sight under a Light UAS Operator Certificate.
Supply chain and policy
Who may sell, import and buy drones in the U.S., and at what cost
IN THIS SUB-CHAPTER
Four policy levers
87
FCC Covered List
88
A proposed ban on foreign military-grade drones
89
Blue UAS
90
Section 232 tariffs
91
DJI: share and litigation
92
What it means for a buyer
93
Four policy levers reshape the drone supply chain.
All four moved between June 2025 and September 2026.
Executive orders
6 JUN 2025EO 14307 puts U.S.-made drones first in federal buying and asks for a BVLOS rule. EO 14305 covers counter-drone and Remote ID access.
FCC Covered List
22 DEC 2025Foreign-produced drones and critical components can no longer get new FCC authorizations.
Blue UAS
ONGOINGPentagon-cleared drones, now also an FCC exemption route.
Section 232 tariffs
3 SEP 202625% or 100% duties on imported drones and parts, with capped rates for allies.
Each lever has exemptions. Blue UAS clearance and U.S. content help under all four.
The FCC Covered List froze new foreign drone models.
Existing authorized models can still be sold and used.
| Date | Action |
|---|---|
| 22 Dec 2025 | Foreign-produced drones and critical components added to the Covered List. Maker nationality is irrelevant. |
| 22 Dec 2025 | No new equipment authorizations, imports or sales of covered items. Not retroactive. |
| 7 Jan 2026 | Exemptions: Blue UAS list items and Buy American end products (over 65% U.S. content, rising to 75% in 2029). |
| 21 Jul 2026 | Exemptions extended to 1 Jan 2028 (FCC DA 26-761). Conditional Approvals lose their end date. |
| 2026 to 2029 | Software and firmware update waivers run to 1 Jan 2029. |
| 11 Aug 2026 | FCC revoked two IDs of Odyssey Robot LLC for falsely claiming a non-foreign drone. |
The July 2026 notice moved the exemption end date from 1 Jan 2027 to 1 Jan 2028.
A further FCC ban on foreign drones is proposed.
FCC notice DA 26-758, 21 Jul 2026. Comments closed 2 Sep 2026.
Categories named
PROPOSEDSwarming, defense-article integration, thermal imaging, LiDAR, aerosol or ag-chemical dispensing, docking stations, and drones of 55 lb or more.
Previously authorized equipment
PROPOSEDWould be covered, with a proposed 180-day wind-down.
Carve-outs
PROPOSEDBlue UAS, Buy American and Conditional Approval items.
Status
More than 3,800 comments, many from farm and LiDAR users. No final decision as of Nov 2026.
Docks, thermal, LiDAR and spray drones are the very categories this primer covers. Sourcing plans should allow for it.
Blue UAS clearance is the safest sourcing signal.
A Pentagon program, now with wider effects.
What it is
A list of cyber-vetted, NDAA-compliant drones cleared for Defense purchase. Run by DCMA, which took it from DIU. More than 50 platforms in early 2026.
Who is on it
Skydio, Teal (Red Cat), Parrot, Inspired Flight, Freefly, Wingtra, Quantum Systems, Vantage Robotics, AeroVironment, ACSL, ModalAI.
What it means
Clearance is specific to a model and configuration. It is a purchasing tool, not a legal rule for private companies.
Why it matters now
It is also an FCC exemption route and gives a 180-day delay on the Section 232 tariffs.
Ask for a model's Blue UAS status in writing. Listings change, so use the current list.
Section 232 tariffs apply from 3 September 2026.
Proclamation of 13 Aug 2026. Duties stack on Section 301.
| Group | Duty | Covers |
|---|---|---|
| Annex I | 100% | Drones over 25 kg, thermal-imaging drones, docking stations and specified critical parts |
| Annex II | 25% | Drones of 25 kg or less |
| Annex III | 25% from 9 Feb 2027 | Additional components |
| Allied cap | 15% (EU, Japan, South Korea, Taiwan, Switzerland); 10% (UK) | Needs certification that substantially all critical parts are U.S. or qualifying origin |
| Relief | 180-day delay | Blue UAS and FCC Conditional Approval holders. An onshoring program allows duty-free import while U.S. plants are built |
Thermal drones and docks face the top rate. Price tariffs into every quote.
DJI still dominates, but the ground is moving.
Market share and the courts.
14 Aug 2026
D.C. Circuit largely upheld DJI's Pentagon listing, but sent one finding back
What the court decided
DJI stays on the 1260H list. The FCC Covered List action was not part of this ruling.
Caution on the numbers
The survey sample is narrow: only 36.1% of respondents fly drones. No audited 2026 market-wide share exists.
Many contractors still fly DJI. The risk is that new models and support may become unavailable.
What this means for a buyer.
Four habits that keep a program buildable.
Ask for status in writing
Blue UAS, NDAA compliance and FCC authorization date for each model.
Price in the tariffs
25% or 100% on imports, 10 or 15% for allies. Check the 180-day delay.
Watch the pending rules
The FCC proposal on docks, thermal and LiDAR, and Part 108.
Plan a second source
Keep one U.S. or allied alternative for each critical component.
This is a strong reason to work with an integrator who tracks the rules for the client.
Marine unmanned vehicles
ROVs, AUVs and surface vessels, with the same lens as drones
IN THIS SUB-CHAPTER
In pictures
95
Three vehicle types
96
ROVs: tethered underwater work
97
Photo: a work-class ROV
98
AUVs and gliders: untethered missions
99
Photo: an underwater glider
100
Surface vessels at sea
101
Named deployments
102
Market and economics
103
Rules at sea
104
Where marine fits client work
105
Marine unmanned vehicles, in pictures.
Two surface vehicles.


Photos: Jennvirskus (CC BY-SA 4.0); John Gray/NOAA (Public domain). Products and photographs belong to their owners.
Three vehicle types work on and under the water.
Plus gliders for very long missions.
ROV: remotely operated vehicle
COMMERCIALTethered and flown by a pilot. Work-class models are large with tools. Inspection-class models are smaller with cameras and sonar.
AUV: autonomous underwater vehicle
COMMERCIALUntethered and pre-programmed. Used to survey the seabed over long distances.
USV: uncrewed surface vessel
COMMERCIALA boat with no crew aboard. Carries sensors, and can launch or recover ROVs and AUVs.
Glider
COMMERCIALMoves by changing buoyancy. Very long endurance and slow speed.
A modern offshore job often combines a surface vessel with an ROV or AUV, run from a control room onshore.
ROVs: tethered underwater work.
From a $4,900 kit to work-class vehicles on offshore rigs.
| Maker and model | Key facts | Note |
|---|---|---|
| Saab Seaeye Leopard | Rated to 3,000 m; about 500 kgf forward thrust; 11 thrusters | Electric work-class |
| Saab Seaeye Cougar-XT | 2,000 m; 409 kg launch weight; 80 kg payload | Electric, mid-size |
| Blue Robotics BlueROV2 | From $4,900 base kit; 100 m or 300 m depth; tether to 300 m | Inspection class; kit excludes tether, battery, controller |
| Nauticus Aquanaut | Operated at 2,300 m | FY2025 revenue $5.3M, net loss $40.8M |
| Greensea IQ EverClean | Autonomous hull cleaning, up to 50 sq m | Launched 28 Nov 2023 |
Pick the class by depth and tool need. Financial strength of a young maker matters as much as specs.
Typical ballpark values from public sources, not quotes.
A work-class ROV on deck.

- An Oceaneering work-class remotely operated vehicle.
- Two manipulator arms and tools do subsea work on rigs, pipelines and wind farms.
- A pilot flies it through a tether from a control room on the ship or ashore.
Photo: Joshua Doubek (CC BY-SA 4.0). Products and photographs belong to their owners.
AUVs and gliders: untethered missions.
They fly a plan alone and return with the data.
| Maker and model | Depth | Endurance |
|---|---|---|
| Kongsberg HUGIN Superior | 6,000 m; 6.6 m long | 62 to 76 hours at 2 to 5 knots |
| Kongsberg HUGIN Endurance | 6,000 m | About 2,200 km; up to 15 days |
| L3Harris OceanServer Iver3 | 200 m; 59 to 85 lb | 5 to 6 hours at 2.5 knots |
| Teledyne Gavia | 500 m or 1,000 m | About 7 hours at 3 knots per battery module (up to three) |
| Teledyne Slocum Sentinel glider | 1,000 m | Datasheet claims 2+ years; treat with caution |
Large AUVs map the deep seabed; small ones survey harbors and rivers. Endurance claims are maker figures.
An underwater glider, ready for launch.

- A Teledyne Slocum glider on its cart.
- It moves by changing buoyancy, with small wings for lift.
- Missions last weeks to months, collecting ocean data.
Photo: Antti Leppänen (CC BY 4.0). Products and photographs belong to their owners.
Surface vessels carry the mission to sea.
From a 10 m sailing drone to 86 m lean-crewed ships.
| Maker and model | Size and range | Endurance |
|---|---|---|
| Saildrone Voyager | 10 m; 5 knots mapping; to 300 m depth | About 90 to 100 days |
| Exail DriX H-8 | 7.71 m; 1,000 nm; 3,000 m sonar depth | Under 10 days |
| Exail DriX O-16 | 15.75 m; 3,500 nm; full ocean depth; launches ROVs and AUVs | Under 30 days |
| Ocean Infinity Armada | 14 vessels of 86 m and 78 m; remotely controlled from shore | 12 in operation; last delivered Dec 2025 |
Saildrone endurance is quoted as 90 and 100 days by different sources. Use the range.
Remote operations have moved from trials to contracts.
Named deployments.
Shell and Ocean Infinity
28 MAR 2024Five-year global framework for seabed survey. Terms not disclosed.
Woodside Scarborough
- 2018
- Up to six HUGIN 6000 AUVs from one vessel mapped about 6,800 line-km in 19.8 days.
Fugro Blue Essence
25 APR 2023First fully remote offshore-wind ROV inspection, near Aberdeen. First USV approved by the UK MCA to run fully remote.
Reach Remote 1
FEB 2026Equinor and Gassco contract to inspect about 3,500 km of pipelines. Remote approval from Norway and the UK.
Sulmara and Saildrone
UNDATEDTen Voyager USVs for offshore-energy survey, run from centers in Glasgow, San Francisco, St. Petersburg FL and Singapore.
Still to come
Named bridge, dam and port inspections by remote vehicles are still rare in public sources.
Regulators in Norway and the UK now accept fully remote operations. U.S. rules lag.
Underwater robotics is a multi-billion market.
IMARC and Oceaneering figures.
ROVs work on 81 of 136 contracted floating rigs (60%). Utilization was 62% in Q4 2025. Intelatus counts 825 designs from 300+ players.
Day rates are operator revenue, not purchase prices. Public prices exist only for small ROVs.
Typical ballpark values from public sources, not quotes.
Rules at sea are still being written.
International code in place; U.S. framework missing.
IMO MASS Code
1 JUL 2026Adopted May 2026. Non-mandatory. Applies to cargo ships of 500 GT or more. A mandatory code is forecast for 2030, in force 2032.
U.S. gap
27 OCT 2026NTSB found no industry standards for uncrewed-vessel detectability or collision avoidance after a 2024 Lake Erie collision. It urged a USCG framework.
NOAA Order 212-19
16 JAN 2025Governs NOAA-run or NOAA-contracted uncrewed systems. It does not bind independent operators.
For U.S. jobs, expect client and insurer requirements to fill the gap.
Where marine fits client work.
See the 09 Construction and Infrastructure primer, Maritime and offshore.
Offshore wind
Remote ROV inspection of foundations and cables, from an uncrewed surface vessel.
Subsea pipelines
Long routes inspected by remote vessels, as Reach Remote 1 does for Equinor and Gassco.
Ports and ships
Autonomous hull cleaning and underwater inspection of quays.
Seabed survey
Large AUVs map routes for cables, pipelines and wind farms.
Marine work extends the same operating model: remote crews, standard data and one safety case.
VTOL and advanced air mobility
In pictures, where IT sits, architectures, compare, trade-offs, sfar 120.
The aircraft
What VTOL aircraft are, and the five ways to build one
IN THIS SUB-CHAPTER
In pictures
108
VTOL beside drones and helicopters
109
Five ways to build a VTOL
110
Named aircraft side by side
111
Trade-offs in plain terms
112
Five air taxis, in pictures.
Different designs, same goal: vertical take-off and landing with electric power.





Photos: Harlan Huntington (Public domain); BETA Technologies (CC BY-SA 3.0); ZLEA (CC BY-SA 4.0); Alexander Migl (CC BY-SA 4.0); CarlosVdeHabsburgo (CC BY-SA 4.0). Products and photographs belong to their owners.
VTOL sits between drones and helicopters.
Vertical take-off, with people or heavy cargo, under aircraft rules.
| Class | Typical rule | What it carries | Status |
|---|---|---|---|
| Small drone | Part 107; under 55 lb; nobody aboard | Cameras and sensors | Commercial (Chapter 2) |
| Large cargo drone | Proposed Part 108; up to 1,320 lb | Parcels, survey payloads | Waivers today; rule pending |
| Helicopter | Certified aircraft; pilot aboard | People and cargo | Commercial, long established |
| eVTOL or powered-lift | Type certificate; FAA SFAR 120 for pilots | Pilot plus passengers or cargo | Pilot stage; no paid passenger service yet |
| Autonomous eVTOL | No final autonomy standard yet | Cargo first, then passengers | Pilot or concept |
VTOL aircraft are certified like airplanes, not registered like drones. That is why progress is slow.
Five ways to build a VTOL.
One named aircraft for each, from the maker's own pages where possible.
Multicopter
EARLY COMMERCIAL (CHINA)Many small rotors, like a large drone. EHang EH216-S, certified in China: 30 km range, 130 km/h. Volocopter VoloCity: two seats, 18 rotors (concept).
Lift plus cruise
PILOTSeparate lift rotors and a wing with a pusher. BETA ALIA: five seats, 153 kt top speed. Wisk Gen 6: 12 propellers. Airbus paused CityAirbus NextGen (Jan 2025).
Vectored thrust
PILOTPropellers tilt between lift and cruise. Joby S4: pilot and four passengers, up to 200 mph. Archer Midnight: 150 mph cruise. Supernal paused its S-A2 in 2025.
Tilt-wing
CONCEPTWing and rotors tilt together. Few programs: Dufour Aerospace flies its uncrewed Aero2 cargo drone; crewed designs are on paper.
Hybrid and hydrogen
CONCEPTLonger range, more complexity. Joby's hydrogen demonstrator flew 523 miles in Jul 2024. BETA MV250 hybrid is a concept (Jul 2026).
Most near-term aircraft use batteries and a mix of lift and tilt. Hybrid and hydrogen are next-generation.
Photos: Alexander Migl (CC BY-SA 4.0); BETA Technologies (CC BY-SA 3.0); Harlan Huntington (public domain).
Named aircraft, side by side.
Maker figures. Range is rarely published and differs by source.
| Aircraft | Type | Seats | Speed | Other stated figure |
|---|---|---|---|---|
| Volocopter VoloCity | Multicopter | 2 | Not on page | 18 rotors; battery swap |
| EHang EH216-S | Multicopter | 2 (widely reported) | 130 km/h | 30 km range; 620 kg take-off |
| BETA ALIA | Lift plus cruise | 5 | 153 kt | 200 ft³ cargo; 35 min charge |
| Wisk Gen 6 | Lift plus cruise | Not stated | 100 to 120 mph | Up to 90 mi; autonomous |
| Joby S4 | Vectored thrust | Pilot plus 4 | Up to 200 mph | 2,400 kg take-off; 45 dBA cruise at 500 m |
| Archer Midnight | Vectored plus lift | Pilot plus 4 | 150 mph cruise | 1,000+ lb payload; 20 to 50 mi range (secondary) |
Speed and seats are public. Real range and battery life are not. Ask for flight-test data before planning a route.
Each design trades simplicity for speed.
Atomgigs assessment of the five architectures.
| Architecture | Strength | Weakness | Fit |
|---|---|---|---|
| Multicopter | Simplest; good for hover and short hops | Short range and slow | Tours, short urban hops |
| Lift plus cruise | Efficient in cruise; fewer tilting parts | Idle lift rotors add weight | Regional and cargo |
| Vectored thrust | Fast; longer range | Mechanically complex; harder to certify | Airport shuttle, city to city |
| Tilt-wing | Efficient wing in cruise | Hard to control in transition | Few programs; uncrewed cargo first |
| Hybrid and hydrogen | Longer range | Weight, new fuel systems, new rules | Regional later |
No design wins on every point. The use case, not the aircraft, should drive the choice.
Rules and certification
What must happen before an aircraft can carry passengers
IN THIS SUB-CHAPTER
FAA powered-lift rule: SFAR 120
114
Type certification: who is where
115
The eVTOL Integration Pilot Program
116
Rules outside the U.S.
117
Reality check: no paid passenger service yet
118
SFAR 120 created the pilot and operating rules.
The FAA's powered-lift final rule, effective 21 Jan 2025.
Type rating per aircraft
Each powered-lift model needs its own pilot type rating. No new aircraft class was created.
Fewer hours for pilot in command
Required flight time cut from 50 to 35 hours, up to 15 of them in a Level C or higher simulator.
Existing rules extended
Parts 91, 97, 135 and 136 now cover powered-lift, with performance-based options.
Training and records
Part 142 training centers updated. Powered-lift added to the Pilot Records Database.
Ten-year special rule
Published 21 Nov 2024 (89 FR 92296). SFAR 120 runs ten years from 21 Jan 2025.
Cost
The FAA estimates about $914.2M in present-value cost over ten years.
The pilot and operating rules exist. The aircraft themselves still need type certificates.
Type certification: who is where.
Company statements as of 10 Nov 2026.
| Maker | Status | Evidence |
|---|---|---|
| Joby | Says it is in the fifth and final stage | Q3 release, 4 Nov 2026; FAA-credited testing under way |
| Archer | Not yet type certificated; FAA certificate allows Los Angeles demonstration flights | Q3 release, 9 Nov 2026 |
| BETA | FAA accepted compliance requirements for the CX300 | BETA Q2 release, Aug 2026; CX300 is conventional take-off |
| Wisk | Gen 6 submitted under a formal FAA project | DroneXL, 4 May 2026; no final autonomy standard yet |
| Eve, Vertical | Prototype flight testing; certification years away | Eve in service 2028 target; Vertical certification 2029 |
Joby is furthest along. Do not write that it has completed all stages. It says it is in the last one.
The U.S. pilot program started real flights.
FAA and DOT eVTOL Integration Pilot Program, selected 9 Mar 2026.
3 VTOL | 3.2 eIPP
Eight lead sponsors
Port Authority of NY and NJ; Texas, Utah, Pennsylvania, Louisiana, Florida and North Carolina DOTs; City of Albuquerque. About two dozen states take part.
Industry partners
BETA in 6 of the 8 projects, Joby in 5, Archer in 3, Electra in 3. Also Wisk, Ampaire, Elroy Air and Reliable Robotics.
First flights
BETA carried organs for United Therapeutics. Joby flew in Texas and in Tampa (29 Oct 2026). Elroy Air flew uncrewed cargo in Louisiana (Aug 2026). Archer flew a piloted Salinas to Monterey round trip (Jul 2026).
Uses covered
Passengers, cargo, emergency medical, flights to energy sites and autonomy.
Each lead agreed to fly within 90 days of signing. Carrying passengers under the program still needs substantial testing first.
Other regulators are moving at different speeds.
Facts by region.
| Region | Status |
|---|---|
| Europe (EASA) | SC-VTOL special condition published 2 Jul 2019; fifth set of compliance methods 18 Jul 2025. No eVTOL type certificate issued. Volocopter targets 2027; Vertical 2029. |
| China (CAAC) | EHang holds four certificates but no paid passenger flights. It withdrew 2026 guidance on 25 Aug 2026 after a 26 Jun crash of an unrelated light aircraft. |
| UAE (GCAA) | Archer Midnight entered a Restricted Type Certificate program (7 May 2026). Dubai's VDX vertiport was certified 6 Jul 2026. |
| Japan (JCAB) | Agreed SkyDrive's SD-05 certification plan (9 Mar 2026). Company targets 2028; one report cites a government 2027 goal. |
| UK (CAA) | Consultation on VTOL rules closed 29 Jan 2026. Aims for commercial passenger rules by end-2028. |
The UAE is moving fastest on service. Europe and the UK are slower. China has paused paid flights.
No eVTOL runs regular paid passenger service yet.
Every 2026 launch claim is a target until a ticketed flight takes place.
Dubai
Vertiport certified. Joby needs a GCAA air operator certificate. Fares not published. Joby's Q3 release does not announce a launch.
Abu Dhabi
Archer is on a limited-commercial path with Abu Dhabi Aviation. No launch date given.
United States
Carrying passengers under eIPP needs substantial FAA testing first. Cargo and crew-only flights are flying.
China
EHang is certified and began trial operations in Hefei (Aug 2026). Regular ticketed service has not started.
Plan on cargo and demonstration flying first. Passenger revenue will come later than company targets suggest.
Players and proof
Who is building what, and how far along each really is
IN THIS SUB-CHAPTER
Passenger leaders
120
Other makers and cargo
121
Proof levels at a glance
122
Fragility and consolidation
123
Expected milestones, 2026 to 2029
124
Five makers lead the passenger race.
Latest results and status, Nov 2026.
| Maker | Aircraft | Proof | Latest facts |
|---|---|---|---|
| Joby | S4 | Pilot | Q3 revenue $55.1M, mostly Blade helicopters. Cash $2.2B. 17 aircraft in production |
| Archer | Midnight | Pilot | Q3 revenue $5.1M; about $1.4B cash and investments. Deal to buy Wisk, Insitu and SkyGrid from Boeing pending |
| BETA | ALIA, CX300 | Early commercial (CX300) | Q3 revenue $17.7M; cash $1.34B. Loganair term sheet for 5 CX300 plus 5 options |
| Wisk | Gen 6 | Pilot | First hover Dec 2025; second flight 4 May 2026. Autonomous |
| Eve | Eve | Concept | Backlog about 2,700, mostly letters of intent; about 100 firm. Service targeted 2028 |
Joby and Archer have the cash and lead on certification. Revenue is small and mostly from other businesses.
Other makers, and cargo specialists.
Smaller or earlier, with real flying in several cases.
Maker
Aircraft
Proof
Latest facts
Vertical Aerospace
VX4
Pilot
Piloted transition flights in Apr 2026. Certification now 2029. About $134M cash against about $700M needed
| EHang | EH216-S | Early commercial (China) | Certified; 36 units sold in Q2 2026; no paid passenger flights yet |
|---|---|---|---|
| Volocopter | VoloCity | Concept | Insolvent Dec 2024; bought by Diamond Aircraft Mar 2025; targets certification 2027 |
| Elroy Air | Chaparral | Pilot | Uncrewed cargo flights in Louisiana, Aug 2026. Over 500 lb payload; range up to 450 mi (company) |
Cargo specialists are flying under the federal program today. Passenger makers are still in test.
Proof levels at a glance.
Where each maker sits on the four-step scale used in this primer.
Blade helicopters (Joby), the base that earns revenue today
BETA CX300 (conventional take-off); EHang in China, certified but no paid passengers
Joby S4, Archer Midnight, Wisk Gen 6, Vertical VX4, Elroy Air Chaparral, Pivotal BlackFly
Eve, Volocopter VoloCity, BETA MV250 hybrid, hydrogen demonstrators
No eVTOL passenger aircraft is commercial yet. Revenue today comes from helicopters and conventional aircraft.
Photos: BETA Technologies (CC BY-SA 3.0); Harlan Huntington (public domain); Alexander Migl (CC BY-SA 4.0).
The sector is consolidating and fragile.
Several well-funded makers have already failed or paused.
Lilium
Ceased its eVTOL business in Feb 2025 after new investment fell through.
Volocopter
Filed for insolvency in Dec 2024. Diamond Aircraft (Wanfeng) bought it in Mar 2025.
Paused programs
Airbus paused CityAirbus NextGen (28 Jan 2025). Supernal, owned by Hyundai, paused in 2025.
Consolidation
Archer agreed to buy Wisk, Insitu and SkyGrid from Boeing (Aug 2026). Pending as of Nov 2026.
Thin backlogs
Eve's 2,700 aircraft backlog is about 100 firm orders; the rest are letters of intent.
Cash runway
Vertical has about $134M against about $700M needed to certify.
Check a maker's cash and firm orders before building a program around its aircraft.
Photos: Matti Blume (CC BY-SA 4.0); Alexander Migl (CC BY-SA 4.0).
Expected milestones, 2026 to 2029.
Company targets. Dates often slip.
Late 2026
H1 2027
2027
2H 2027
2028
2029
Eve full transition flight; Vertical design review
Joby FAA pilot training, ahead of TIA flight testing
Volocopter VoloCity certification target; Ras Al Khaimah service target
Eve first crewed flight of a conforming prototype
Eve entry into service; UK passenger rules; SkyDrive target
Vertical VX4 certification target
Plan for passenger service in the late 2020s. Cargo and demonstration work arrive sooner.
Uses and economics
Where VTOL work is starting, and what the money looks like
IN THIS SUB-CHAPTER
Six uses beyond the air taxi
126
Revenue and cash today
127
Price and cost: little is public
128
Market forecasts span three orders of magnitude
129
Six uses reach beyond the air taxi.
Some are flying today in small numbers. None is at scale.
Airport shuttle
PILOTDelta invested $60M in Joby for a home-to-airport service. Archer announced Texas networks (23 Oct 2026) and an Italian plan with ITA Airways (29 Oct 2026, conditional).
Cargo and regional
PILOTBETA holds 1,040 aircraft in firm orders and options, over $4B. The CX300 takes off conventionally; the Alia 250 is the VTOL.
Medical response
PILOTHyde County, North Carolina EMS flew a paramedic in a Pivotal BlackFly to real calls. Each flight took under 8 minutes. It carries the responder, not the patient.
Offshore and energy sites
PILOTFederal pilot projects include flights to energy sites in Louisiana, Texas and Mississippi. No offshore contract yet.
Disaster response
CONCEPTERC System and DRF Luftrettung began flight tests of a 2,735 kg hybrid VTOL for hospital transfers and disaster response.
Helicopter bridge
COMMERCIALBlade, owned by Joby, carried 44,000+ passengers in Q3 2026 by helicopter. It builds the customer base for later electric flights.
Cargo and medical work reach routine flying before passenger service does. Passenger air taxis still wait on certification.
Revenue is still small against the cash spent.
Q3 2026 results, reported in November.
Company
Revenue
Cash
Production
Joby
$55M in Q3, almost all Blade helicopters. 2026 outlook raised to $135M to $140M
$2.2B at 30 Sep 2026; H2 burn guided at $385M to $415M
17 aircraft in production; no annual rate disclosed
| BETA Technologies | $17.7M in Q3. 2026 forecast $52M to $57M | $1.34B | Best demonstrated rate 0.5 aircraft a month; year-end target 4.5 |
|---|---|---|---|
| Archer | $5.1M in Q3; adjusted EBITDA loss $178.5M | About $1.4B including restricted cash, 30 Sep 2026 | Covington, Georgia plant designed for up to 650 aircraft a year (design capacity) |
Capacity targets run far ahead of demonstrated output. Judge each maker by aircraft delivered, not plant size.
Prices and running costs are mostly unpublished.
What exists is old, implied or a company claim.
Aircraft price
No unit price is published by Joby or Archer. United's order for up to 200 Archer aircraft was valued at $1.5B including options, about $7.5M each by simple division (2022).
Cost per seat-mile
Joby once said $3 was achievable by 2026, on assumptions of 850 aircraft and 7 flight hours a day. A Virginia Tech study found demand at that price would be small.
Cost per flight hour
BETA says its CX300 costs about $450 an hour against $800 to $850 for a Cessna Caravan. It is a company claim, for a conventional-takeoff aircraft.
Fares
Published passenger fares do not yet exist. Figures circulating online for Dubai are not official.
Treat any price per seat or per hour as a target until a paying service publishes real numbers.
Typical ballpark values from public sources, not quotes.
Market forecasts span three orders of magnitude.
Show a range, never a single number.
| Source | Forecast | Note |
|---|---|---|
| Morgan Stanley | About $1.5T a year by 2040 (bullish case $2.9T) | Long-range estimate |
| Deloitte | $115B a year by 2035 | Long-range estimate |
| NEXA Advisors | $318B over 20 years | 20-year cumulative |
| Future Market Insights | $3.3B (2025) to $20.5B (2035) | Market research vendor |
| Mordor Intelligence | $1.74B (2025) to $4.96B (2030) | Market research vendor |
| Fleet: Aviation Week; Bain | About 1,000 by 2030 and 10,000 by 2040; about 12,000 by 2035 | Secondary source |
A McKinsey partner notes forecasts diverge on definitions and ignore weather and hassle. Plan on the low end.
Safety, noise and people
What the public, regulators and insurers will ask first
IN THIS SUB-CHAPTER
Noise: measured and modeled
131
Photo: an air taxi in a NASA test
132
Safety targets and insurance
133
Pilots and training
134
Noise is measured on prototypes, modeled for routes.
No certification-grade noise data exists yet for production aircraft.
0.17 sq mi
Joby's modeled area above ambient noise for a Los Angeles route, against 45 sq mi for a helicopter (company model)
Archer
Flight tests show propeller tone dominates in hover and broadband noise in cruise. No dBA figure is published.
The open question
NASA found drone noise more annoying than road noise at the same level, so a decibel number alone does not settle acceptance.
Quieter than a helicopter is likely. How people judge it in a city is still unproven.
An air taxi in a NASA test.

- A Joby Aviation aircraft hovers near NASA's Armstrong Flight Research Center (Mar 2025).
- A NASA ground sensor node stands in the foreground.
- NASA collects data to support future air taxi flights in cities.
Photo: NASA/Genaro Vavuris (public domain). Products and photographs belong to their owners.
Safety targets match airliners. Insurance has no data yet.
Standards are set. Loss history does not exist.
EASA enhanced category
Catastrophic failure objective of one in a billion per flight hour (10⁻⁹), the same as airliners, for urban or commercial service.
EASA basic category
One in a hundred million (10⁻⁸) for aircraft carrying two to six passengers.
Insurance
WTW (Apr 2026): no loss data or premium figures are published. Underwriters lack operating history. Autonomy shifts risk from people to software.
Insurers will lean on certification evidence and operator safety systems. Expect conservative terms at first.
Pilot training is being built, with forecasts that vary.
Single-pilot eVTOL needs new simulators and instructors.
Simulators
CAE delivered the first of two simulators to Joby in Dec 2025. A second full-motion device was due in Q4 2026. Capacity target: up to 250 pilots a year.
Demand estimates
KPMG: 19,000+ pilots by 2030. McKinsey: up to 60,000, which it calls optimistic. Sources disagree on the horizon.
Operators
Bristow, a helicopter operator, offers a ready-to-fly service model for Vertical Aerospace aircraft (Jun 2025).
Pilots, maintainers and ground crew are the bottleneck most forecasts ignore. This is a staffing opportunity.
Sites, power and vertiports
The ground side of flight: where aircraft land, charge and wait
IN THIS SUB-CHAPTER
Vertiports: the first ones
136
Photo: a floating vertiport in Paris
137
Power: the hidden constraint
138
A site readiness checklist
139
The first commercial vertiports are open or certified.
Dubai leads. U.S. site building has started.
Dubai VDX
CERTIFIED 6 JUL 2026The first purpose-built commercial eVTOL vertiport, as the regulator describes it. Four stories, about 3,100 m², two takeoff and landing areas, rapid charging, up to 170,000 passengers a year. Developed by Skyports, with three more under way.
U.S. site building
12 AUG 2026Joby and Atoms will acquire and develop vertiport sites, starting in Florida, New York, Texas and California. No site counts or budgets were given.
Footprint
An aircraft fits in roughly 50 by 50 ft, per NREL. Land is not the limit. Power is.
The Dubai vertiport is certified. Regular ticketed passenger service had not started as of Nov 2026.
A floating vertiport on the Seine.

- The Paris-Austerlitz vertiport, built for the 2024 Olympic period.
- A barge carries the take-off and landing pad on the river.
- The project drew local objections over noise and use of the river.
Photo: Artvill (CC BY-SA 4.0). Products and photographs belong to their owners.
Power is the hidden constraint.
FAA and NREL study of vertiport electrical needs, 2024.
300 kW to 1 MW
peak fast-charging power for one aircraft
6 to 7x
typical rise in demand at an existing site
One studied airport had an 80 kW transformer, far too small. Fixes are on-site solar, batteries, microgrids and phased growth. Utility upgrades can take years. Aircraft batteries run from about 130 kWh to over 300 kWh.
Start the utility conversation first. Interconnection sets the schedule and the cost.
A site readiness checklist.
Atomgigs framework for a first site review.
Utility capacity
Available load, interconnection queue, demand charges.
Charging and storage
Charger count, batteries, solar, backup.
Structure
Rooftop or pad loading, fire safety, access.
Airspace and approach
Obstacles, flight paths, neighbors, noise.
Operations
Pilots, ground crew, maintenance, safety system.
Permits and insurance
Local approvals, aviation rules, coverage.
Vertiport site readiness is a new field. Power and operations staffing are the likely gaps.
IoT, sensors and smart equipment
In pictures, the stack, protocols, networks, sensor menu, makers.
Architecture and networks
How a connected site is put together, and which radio fits which job
IN THIS SUB-CHAPTER
In pictures
142
The IoT stack, layer by layer
143
Protocols and standards
144
Which network for which job
145
A LoRaWAN gateway.
Gateways collect data from many low-power sensors.

LoRaWAN gateway
A do-it-yourself gateway. LoRaWAN links many low-power sensors over long range.
Photos: Fabian Horst (CC BY-SA 4.0). Products and photographs belong to their owners.
A connected site has five layers.
From the sensor to the decision.
| Layer | What it does | Examples |
|---|---|---|
| Sensor | Measures heat, vibration, leaks, power, position | Vibration, leak, thermal, power meters |
| Edge and gateway | Filters data and converts protocols | LoRaWAN gateways, industrial routers |
| Network | Carries the data | Wi-Fi, LoRaWAN, private 5G, cellular |
| Platform | Stores, analyzes and raises alerts | Cloud and on-site software |
| Application | Turns alerts into work | Maintenance, energy and safety systems |
By connection count, Wi-Fi is 32%, Bluetooth 24% and cellular 22% of IoT (IoT Analytics, Oct 2025).
Three standards carry most industrial data.
What each one is for.
MQTT and Sparkplug
VENDOR DESCRIPTION, UNDATEDMQTT is a lightweight publish-subscribe protocol with a central broker. Sparkplug (Eclipse Foundation) adds topic names and device state on top.
OPC UA
OPC FOUNDATION, 3 DEC 2025International standard IEC 62541. 427+ domain information models and 1,019 member companies. FX field-level certification has launched.
Matter 1.5
CSA, 20 NOV 2025Adds cameras, closures, soil sensors and energy features. Aimed at homes and buildings. No industrial use is claimed.
Pick open protocols so a sensor from one maker can feed software from another.
Each network has a job.
Latest figures from analysts and standards groups.
| Network | Fact | Source and date |
|---|---|---|
| LoRaWAN | 125 million end devices at end of 2025; about 25% yearly growth | LoRa Alliance, Feb 2026 |
| Private 4G and 5G | RAN revenue up nearly 40% in 2024; 15 to 20% yearly growth to 2029 | Dell'Oro, 13 Oct 2025 |
| Wi-Fi 7 | Nearly twice the throughput of Wi-Fi 6E at 5 GHz in trials | WBA trials, Nov 2025 |
| Wi-Fi 7 caution | 54.8% of Wi-Fi 7 access points shipping in 2025 lacked 6 GHz (projection) | ABI Research, 10 Apr 2025 |
| Cellular IoT | 4.2 billion connections at end of 2025, up 11% | Berg Insight, 28 Jul 2026 |
Use LoRaWAN for many low-power sensors, private 5G or Wi-Fi where speed and coverage matter.
Sensors and smart equipment
What gets measured, who makes it, and what it costs
IN THIS SUB-CHAPTER
In pictures
147
The sensor menu
148
Photo: a smart electricity meter
149
Makers and their latest facts
150
Prices seen
151
A lidar sensor.
Lidar is one of the sensors covered in this sub-chapter.

Hesai lidar sensors
Shown on a trade show display. Lidar measures distance with laser light and is used on vehicles and robots.
Photos: Matti Blume (CC BY-SA 4.0). Products and photographs belong to their owners.
Six sensor types cover most sites.
Named examples. Figures are company claims unless noted.
| Sensor | Used for | Named example |
|---|---|---|
| Vibration | Rotating machines in plants | Waites; Honeywell (LoRaWAN) |
| Leak | Data center cooling loops and racks | Vertiv Liebert SN-L, 20 ft sensing cable |
| Thermal and power | Data center and building monitoring | Schneider EcoStruxure, used by Digital Realty |
| RFID | Inventory and asset tags | Impinj, FY2025 revenue about $361M |
| Lidar | Mapping and safety zones | Hesai (China): 1,000,000th unit in 2025, company claim |
| Gas and UWB location | Safety and indoor tracking | Many makers; few published figures |
Start with the failure that costs most: heat, leaks or a stopped motor. Choose the sensor for that.
A smart electricity meter.

- A household smart meter of the kind utilities install by the million.
- It measures power and reports over a network, without a site visit.
- Industrial sites use the same idea for pumps, motors and leaks.
Photo: RobbieIanMorrison (CC BY 4.0). Products and photographs belong to their owners.
Six makers, one latest fact each.
Company-reported.
| Maker | Latest fact | Date |
|---|---|---|
| Samsara | Q2 FY2027 revenue $508.4M, up 30%; annual recurring revenue $2.125B | Sep 2026 |
| Cognex | Q3 2026 record revenue $313M, up 13%; agreed to buy RealSense | 4 Nov 2026 |
| Honeywell | Aerospace spin-off completed; automation continues as Honeywell Technologies | 29 Jun 2026 |
| Bosch Sensortec | BMI5 motion sensor platform launched; volume production planned Q3 2026 | Jan 2026 |
| SICK | FY2025 sales EUR 1,850M, up 6.5% | 29 Apr 2026 |
| Particle | Acquired by Digi International for $50M cash | 27 Jan 2026 |
The field is consolidating. Check who owns a vendor, and who supports its product, before you buy.
Sensors are cheap. Gateways and services add up.
Retail prices seen in 2026. Currency as shown by the seller.
| Item | Price seen | Source |
|---|---|---|
| LoRaWAN gateway (Milesight UG65) | EUR 388 incl. VAT | EU retailer, Mar 2026 |
| 5G industrial router (Milesight UR75) | EUR 774 incl. VAT | EU retailer, Nov 2026 |
| 4G industrial router (Milesight UR32 Lite) | EUR 112 incl. VAT | EU retailer, Nov 2026 |
| LoRaWAN temperature or humidity sensor | $60 to $94 | U.S. retailer, Nov 2026 |
| LoRaWAN power sensor (MOKOSmart) | $130 | U.S. retailer, Nov 2026 |
| Vibration sensor with analysis (blog estimate) | $400 to $800 | Blog, Sep 2026 |
Industrial gas, lidar, UWB and RFID units are priced by quote.
Typical ballpark values from public sources, not quotes.
Security, rules and supply chain
What buyers should demand, and what U.S. rules now say
IN THIS SUB-CHAPTER
In pictures
153
Security guidance for buyers
154
The FCC squeeze
155
Cellular modules: U.S. and China
156
Cellular IoT modules.
The radios inside many connected devices.

Quectel cellular modules
On display. Modules connect devices to mobile networks. Chinese makers lead this category.
Photos: contri (CC BY-SA 4.0). Products and photographs belong to their owners.
Security guidance for buyers is clear.
Five references to put in a pilot scope.
- Iec 62443
- Isasecure, Nov 2026
- 44 suppliers hold 51 certified development-process entries. Rockwell lists 62443 certificates for several controllers.
NIST IR 8259 Rev. 1
NIST, 20 APR 2026Finalized guidance for IoT manufacturers. Covers support, maintenance and end of life.
Secure by Demand
NSA AND CISA, 13 JAN 2025Lists features OT buyers should require: secure by default, strong login, logging, vulnerability handling.
Asset inventory
CISA, 13 AUG 2025Record protocol, criticality, maker, model, operating system, addresses and open ports for every device.
NIST SP 800-82 Rev. 3
NIST, SEP 2023The U.S. guide to operational technology security. Older, and still the standing reference.
Write these into the contract. A sensor you cannot inventory or patch is a risk.
FCC rules now reach into components.
Covered List and related actions.
| When | What happened |
|---|---|
| Dec 2025 | Drones and components added to the Covered List |
| Mar 2026 | Consumer-grade routers added |
| Jul 2026 | Advanced robotic devices and power inverters added |
| 13 Oct 2026 | Rule in effect: no authorization for devices with logic-bearing parts from Covered List makers |
| 22 Oct 2026 | FCC granted Intel the first robotics hardware waiver: one year, for factory vehicles |
| 28 Oct 2026 | Cyber Trust Mark: no product certified yet. Consumer products only, not industrial |
Check the maker and the parts inside, not just the brand on the box.
Chinese makers lead cellular modules.
Where connected devices get their radios.
Defense rule: Section 805 of the FY2024 NDAA bars the Department of Defense from buying modules from Chinese military companies from 30 Jun 2026, with contractors from 30 Jun 2027. Quectel was added to the DoD 1260H list on 7 Jan 2025 and has sued.
Module sourcing is a procurement decision. Ask each vendor which module is inside.
Proof points and market
What has been deployed, and how big the market is
IN THIS SUB-CHAPTER
Named deployments
158
Market size as a range
159
Four named sites, with what was reported.
Vendor or trade-press figures. None is independently audited.
Buzzi Unicem (Pennsylvania, Texas)
RELIABILITYWEB, 27 JUN 2025Waites vibration sensors. Reported 600+ hours of unplanned downtime avoided and about $1M saved. Written by the vendor.
John Deere, Davenport Works
TRADE PRESS, 2 APR 2025Nokia private 5G. Six radio units can replace about 300 Wi-Fi access points. Outage cycles fell from weeks to hours.
Cargill
RCR WIRELESS, 25 FEB 202650 live private 5G sites, mostly U.S., up from 20 test sites in about six months. No ROI published.
Equinix Frankfurt FR6
SECONDARY, 12 NOV 2025AI cooling optimization cut PUE by 9% to about 1.2 and saved about 900 MWh a year. Sensors not described.
Independent, measured sensor results for named data centers or warehouses are rare.
Market estimates differ by method.
Show a range and name the basis.
| Source | Figure | Note |
|---|---|---|
| IoT Analytics, 28 Oct 2025 | 18.5B connected devices in 2024; 21.1B in 2025; 39B by 2030 | Device count |
| IoT Analytics, Feb 2026 | Enterprise IoT market $324B in 2025, up 13% | Secondary report |
| Technavio, Apr 2026 | Industrial IoT adds $232.78B over 2026 to 2030, 15.4% yearly | An increase, not a total |
| MarketsandMarkets, Jun 2024 | Industrial IoT $198.2B in 2025 to $286.3B in 2029 | Narrower scope |
| Berg Insight, Jul 2026 | Cellular IoT connectivity revenue EUR 14.5B in 2025, up 5% | Connectivity only |
Use the range, not a point. The figures measure different things.
Automation and control
In pictures, the stack, who makes IT, software-defined, open standards, launch wave.
The control stack
The layers that run a plant or site, who makes them, and where it is heading
IN THIS SUB-CHAPTER
In pictures
162
The control stack in one picture
163
Photo: SCADA in a chilled water plant
164
Who makes it
165
From hardware to software-defined
166
Open standards in practice
167
A programmable logic controller.
The core of the control stack.

Siemens SIMATIC S7-1500
A PLC runs machines on a factory floor. Siemens leads large PLCs in China and worldwide.
Photos: Palatinatian (CC BY 3.0). Products and photographs belong to their owners.
The control stack, layer by layer.
From the sensor on the machine to the business systems above it.
| Layer | What it does | Typical examples |
|---|---|---|
| Sensors and drives | Measure and move | Sensors, motor drives, valves |
| PLC or edge controller | Runs machine logic in real time | Siemens S7-1500, Rockwell ControlLogix, Beckhoff CX, Phoenix Contact PLCnext |
| DCS and SCADA | Runs a whole process; supervises and logs | Emerson DeltaV, Honeywell Experion |
| MES | Schedules and tracks production | Plant-level software |
| ERP | Orders, inventory, finance | Business systems |
| Robot and motion control | Coordinates arms, axes and vehicles | Vendor controllers; see the 01 Robotics Primer |
A pilot usually touches the lowest three layers. Know which layer you are changing before you start.
SCADA screens in a chilled water plant.

- Operators watch pumps, chillers and valves on SCADA screens.
- PLCs in the plant run the equipment. SCADA supervises and logs.
- Data centers run their cooling plants the same way.
Photo: Rsparks3 (CC0). Products and photographs belong to their owners.
Six makers set the pace.
Latest reported figures. Company-reported unless noted.
| Maker | Latest fact | Date |
|---|---|---|
| Rockwell Automation | FY2026 sales $8,989M, up 8%. Software and Control $2,818M, up 18%. | 5 Nov 2026 |
| Siemens | Digital Industries Q3 FY2026 revenue EUR 4.9B, up 10% comparable; margin 18.7%. | Q3 FY2026 |
| Schneider Electric | Q3 2026 Industrial Automation EUR 1,845M, up 8.1% organic; China weak. | 16 Oct 2026 |
| Emerson | DeltaV v16.LTS: software controller (DeltaV IQ) and subscription option. | Jan 2026 |
| Beckhoff | TwinCAT 3 CoAgent: AI engineering assistant, any LLM including local. | 23 Jun 2026 |
| Honeywell | Experion Cognition: AI for control-room operations; availability Q3 2026. | 9 Jun 2026 |
ABB, Mitsubishi Electric, Omron and Fanuc also lead.
Control is moving from boxes to software.
Four shifts, with the evidence behind each.
Software controllers
EMERSON, JAN 2026DeltaV IQ runs as a software controller. DeltaV Flex is a subscription. Emerson says it aligns with IEC 62443 security parts (vendor claim).
IEC 61499
STANDARD SINCE 2005Function blocks for distributed control. Schneider's EcoStruxure Automation Expert is a container-based example (vendor, 2020).
Edge controllers
CONTROL DESIGN, FEB 2026Linux-based devices such as Yokogawa A8 are AI-ready but have no built-in AI, and had no SIL rating at release.
Data-centric PLCs
CONTROL DESIGN, FEB 2026PLCs are becoming protocol-flexible, driven by edge computing. DCS makers now sell PLC-style products.
Software-defined control makes updates easier. It also makes security and version control part of operations.
Open standards are moving from papers to plants.
OPC UA and the Open Process Automation Forum (OPAF).
OPC UA
OPC FOUNDATION, DEC 20251,019 member companies; about 60% Europe, 20% Americas, 20% Asia-Pacific. OPC UA FX controller certification has started, with first devices expected in 2026.
OPAF and O-PAS
CONTROL ENGINEERING, 2025ExxonMobil's Baton Rouge plant runs 100+ controllers and 1,000+ I/O points on O-PAS v2.1. Hot cutover was 8 Nov 2024.
First certification
YOKOGAWA, 16 APR 2026Yokogawa's Open Automation SI Kit is the first product certified to the O-PAS OPC UA profile.
Ask for OPC UA and open interfaces in any pilot, so you are not locked to one maker.
AI in control
The 2026 launch wave, and what is proven
IN THIS SUB-CHAPTER
The 2026 launch wave
169
Vendor claims and evidence
170
Five makers launched AI for automation in 2026.
Engineering assistants and operator advisers come first.
| Maker | Product | Date | Status |
|---|---|---|---|
| Siemens | Eigen Engineering Agent (TIA Portal) | 20 Apr 2026 | Generally available; 100+ pilot companies in 19 countries |
| Honeywell | Experion Cognition | 9 Jun 2026 | Proof of concept at Borouge, Abu Dhabi; due Q3 2026 |
| Beckhoff | TwinCAT 3 CoAgent | 23 Jun 2026 | MCP-based; any LLM, including local |
| Emerson | Ovation AI Agents (5) | 27 Jul 2026 | Fall 2026 for power and water; human approves actions |
| Rockwell | FactoryTalk Conductor | 21 Oct 2026 | Public debut at Automation Fair; availability expected Q1 2027 |
Most launches assist engineers or advise operators. A person still approves the action.
The performance claims are all vendor-reported.
What each maker says, and how to read it.
Siemens
VENDOR CLAIM2 to 5 times faster engineering workflows; up to 80% higher quality; 50% more engineering efficiency.
Beckhoff
VENDOR CLAIM20 to 30% productivity gain in internal tests and pilots.
Emerson
VENDOR CLAIMDiagnosis time falls from hours or days to minutes.
Pattern
OBSERVATIONAI arrives first as an engineering assistant and an operator adviser, with a human approving.
Autonomy
OBSERVATIONHoneywell's autonomous claim rests on one proof of concept. One analyst quoted on the Schneider and NVIDIA twin says closed-loop control is a longer-term goal.
What to ask
ATOMGIGS VIEWAsk for the baseline, the sample and the site. Measure it in your own pilot.
Treat AI performance claims as vendor-reported until a pilot measures them.
Digital twins
Live virtual models of machines, plants and data centers
IN THIS SUB-CHAPTER
What a twin is, and the adoption reality
172
Platforms and their status
173
Deployments and what was measured
174
Twins in the data center
175
A twin lets you test a change before you make it.
A live virtual model tied to real operating data. Adoption is still early.
What it is
PLAIN DEFINITIONA virtual model of a machine, line, building or site, fed by live data, used to simulate a change before changing the real asset.
Market forecast
MARKETSANDMARKETS, 1 AUG 2025USD 21.14B in 2025 to USD 149.81B in 2030, a 47.9% annual growth rate. One analyst forecast.
Adoption check
INDAGO SURVEY, JAN 2026Of 20 supply-chain executives: none call twins core to facility planning, 40% are not considering them, 10% are expanding beyond pilots. Small sample.
Forecasts are steep and adoption is early. Start with one asset and one question.
Five platforms, with their status.
Announcements are shown as announcements.
| Platform | What was announced | Date |
|---|---|---|
| NVIDIA Omniverse Mega | Blueprint for factory and robot-fleet twins; Siemens first to build supporting software (beta) | 28 Oct 2025 |
| NVIDIA Omniverse DSX | Blueprint for AI data centers; generally available | Oct 2025 |
| Siemens Digital Twin Composer | Announced for Xcelerator Marketplace in mid-2026 | 14 Jan 2026 |
| Microsoft digital twin builder | Public preview in Fabric Real-Time Intelligence | 21 May 2025 |
| AWS IoT TwinMaker | Managed AWS service for twins built from IoT data | Since 2022 |
Platform choice follows your controls and cloud vendors. Ask what is generally available today.
Twin results are mostly vendor-reported.
Named deployments, with what was claimed and what was measured.
PepsiCo (U.S. plants)
SIEMENS, 14 JAN 2026Siemens reports up to 90% of issues found before physical change, 20% more throughput on the first deployment, 10 to 15% lower capex. An independent read (5 Aug 2026) found no measured results published.
Foxconn (Houston)
NVIDIA, 4 FEB 2026Thermal simulation up to 150 times faster. About 50% less time to revenue is Foxconn's estimate.
BMW
NVIDIA, 10 JUN 2025Planners work across 30+ factories in a virtual environment. A 30% planning saving is a projection.
Amazon Robotics
NVIDIA, 28 OCT 2025Robot development time fell from years to months, according to NVIDIA.
Ask for the baseline and a measured result before paying for a twin.
Data center twins are real. Results are not yet public.
Pilots are under way. Independent U.S. results are not yet public.
Omniverse DSX
NVIDIAReference designs of about 130 to 150 kW per rack. NVIDIA cites about 20% lower cooling energy and 30% shorter project time from internal and partner studies (vendor).
Nscale SIN01 pilot
TECHTARGET, 21 OCT 2026Schneider and NVIDIA are piloting a twin at a campus in Portugal designed for up to 1.2 GW. No results published. Closed-loop control is longer term.
Grid to chip
SCHNEIDER AND ETAP, 18 MAR 2025An electrical twin of AI factories on Omniverse, announced with no numbers.
U.S. evidence
ATOMGIGS FINDINGA U.S. data center twin with independently measured results is not yet public.
For a data center, a twin is worth piloting on power and cooling first. Hold vendor percentages loosely.
Safety and standards
The rules that keep automated machines safe and secure
IN THIS SUB-CHAPTER
Standards at a glance
177
Safe by design for a pilot
178
Six standards cover most automation pilots.
Safety, functional safety and cybersecurity.
| Standard | Covers | Latest news |
|---|---|---|
| ISO 10218 | Industrial robot safety | Revised and published in 2025; cobot content from ISO/TS 15066 now inside it |
| ISO 13849 | Safety-related control performance | Part 1 revised in 2023 |
| IEC 61508 | Functional safety and SIL ratings | Edition 2 (2010); next edition in work |
| IEC 62443 | Industrial cybersecurity | Emerson cites alignment for DeltaV v16.LTS (vendor) |
| NIST SP 800-82 Rev. 3 | U.S. guide to operational technology security | Published 28 Sep 2023; the standing U.S. reference |
| OPC UA Safety | Safety test tool | Received TUV certification in Nov 2025 |
Name the standards in the pilot scope. Your insurer and customer will ask which ones apply.
Safe by design starts with scope.
Atomgigs guidance for a first pilot.
Safety case first
ATOMGIGS VIEWWrite down hazards, who can be hurt and which standard applies before any machine moves.
Human approval
ATOMGIGS VIEWKeep a person approving actions. The 2026 AI launches from Emerson and others do the same.
Security by default
ATOMGIGS VIEWSeparate machine networks from business networks. Use NIST SP 800-82 as the starting reference.
A pilot that passes its safety review is faster to expand than one that is rushed.
U.S. context, cost and market
Why U.S. automation is in focus, and what a pilot costs
IN THIS SUB-CHAPTER
Robot density and installations
180
Workforce and jobs
181
Cost and pilot sizing
182
The U.S. is mid-pack in automation density.
Robots per 10,000 manufacturing employees, 2024 (IFR).
U.S. installations reached 38,400 in 2025, up 12% (IFR World Robotics 2026). Germany reached 449 and Japan 446.
The U.S. has room to grow in automation. Growth is already returning.
U.S. factories are hiring while automating.
Jobs data and workforce outlook.
BLS, 2 Oct 2026
EMPLOYMENT SITUATIONManufacturing added 9,000 jobs in September 2026 and is up 72,000 since a December 2025 low. Unemployment rate 4.2%.
Job openings
MANUFACTURING DIVE, OCT 2026Manufacturing openings were 522,000 in August 2026, up 26% on the year.
Workforce outlook
DELOITTE AND MANUFACTURING INSTITUTE, 2024Up to 3.8 million jobs to fill, 2024 to 2033. About 1.9 million could go unfilled.
AI adoption
MANUFACTURING LEADERSHIP COUNCILMore than half of manufacturers are deploying AI. About 80% expect it to be essential to growth by 2030.
Automation fills gaps in a tight labor market. It also needs people who can run and maintain it.
Pilot costs are published mainly by vendors.
Order-of-magnitude figures from vendor cost guides.
| Item | Vendor estimate | Note |
|---|---|---|
| Collaborative robot arm | $25,000 to $75,000 | Arm only |
| Installed collaborative cell | $40,000 to $150,000 | With tooling and integration |
| Industrial cell | $150,000 to $500,000 | Larger and faster |
| Integration | Can double robot cost | Often the largest line |
| Payback | 18 to 30 months | Varies by source |
Use these only to size a pilot. Get quotes for your site before relying on any figure.
Typical ballpark values from public sources, not quotes.
The OEMs
Groups, changes, in pictures, drones 1, drones 2, inspection.
The landscape
How the makers group, and how fast the list changes
IN THIS SUB-CHAPTER
Fifty-one makers in six groups
185
Status changes in two years
186
Fifty-one makers in six groups.
From company and trade sources, Nov 2026.
| Group | Makers | Typical proof level |
|---|---|---|
| Drones and delivery | 13: Skydio, Zipline, Wing, Matternet, BRINC and others | Commercial |
| Industrial inspection | 4: Percepto, Flyability, Voliro, Asylon | Commercial |
| VTOL and eVTOL | 8: Joby, Archer, BETA, Wisk, Eve and others | Pilot; some concept |
| Marine unmanned | 10: Saildrone, Ocean Infinity, Teledyne Marine and others | Commercial |
| IoT and sensors | 9: Samsara, Cognex, Honeywell, Bosch and others | Commercial |
| Automation | 7: Rockwell, Siemens, Emerson, Beckhoff and others | Commercial |
Proof levels: commercial, early commercial, pilot, concept. Each maker card shows its level.
The maker list changes every quarter.
Six status changes since early 2025.
Lilium
SHUT DOWNCeased its eVTOL business and filed for insolvency in Feb 2025 after new investment fell through.
Volocopter
ACQUIREDInsolvent in Dec 2024. Bought by Wanfeng's Diamond Aircraft in Mar 2025.
Supernal
DOWNSIZEDPaused S-A2 development in Aug 2025. Laid off 296 staff in Feb 2026.
Wisk
TO BE ACQUIREDArcher announced on 10 Aug 2026 it will buy Wisk, SkyGrid and Insitu from Boeing. Closing expected by end of 2026.
Honeywell
SPLITAerospace spin-off completed on 29 Jun 2026. Automation continues as Honeywell Technologies.
Particle
ACQUIREDDigi International bought Particle for $50M cash on 27 Jan 2026.
Before buying, check who owns the maker and who will support the product in five years.
Drones, delivery, inspection
Seventeen makers of small commercial and industrial drones
IN THIS SUB-CHAPTER
In pictures
188
Drones and delivery, part 1
189
Drones and delivery, part 2
190
Industrial inspection
191
Makers in this sub-chapter.
Photographs of drones and delivery systems from makers listed here.





Photos: ZLEA (CC BY-SA 4.0); Momomomo.dicentra (CC BY-SA 4.0); Boevaya mashina (CC BY-SA 3.0 de); ZLEA (CC BY-SA 4.0); Roksenhorn (CC BY-SA 4.0). Products and photographs belong to their owners.
Drone and delivery makers, part 1.
Dated facts, 2025 to 2026. Proof level in color.
Skydio
COMMERCIAL · U.S.Announced the F10 Lightrunner fixed-wing drone and MegaDock on 24 Sep 2026. Raised $110M at a $4.4B valuation in Apr 2026.
Zipline
COMMERCIAL · U.S.Passed 2 million deliveries and raised $600M at a $7.6B valuation (Jan 2026). Expanding to Houston and Phoenix.
Wing (Alphabet)
COMMERCIAL · U.S.Walmart reported 1 million drone deliveries by May 2026. The split between Wing and other partners is unclear.
Matternet
COMMERCIAL · U.S.Began NHS drone delivery in central London on 24 Apr 2026, linking two hospital campuses with its M2 drone.
BRINC
COMMERCIAL · U.S.Raised $125M in Jul 2026 for 911-response drones. Says more than 900 public-safety agencies use its products.
Flock Safety
EARLY COMMERCIAL · U.S.Unveiled Alpha, a U.S.-built drone-as-first-responder aircraft, on 16 Oct 2025. Speed and range are company claims.
U.S. makers are raising large rounds. Delivery and public safety lead the demand.
Drone and delivery makers, part 2.
Mapping, survey and international makers.
Freefly Systems
COMMERCIAL · U.S.Grew from a 25,000 to a 70,000 sq ft facility and says demand roughly doubled (Aug 2025).
Parrot
COMMERCIAL · FRANCEMakes the ANAFI USA, a folding thermal and zoom drone on the Blue UAS list, used for inspection and public safety.
Wingtra
COMMERCIAL · SWITZERLANDLaunched the WingtraRAY survey drone on 10 Jul 2025. Covers 100 ha in ten minutes. Company says it is on the Blue UAS list.
Quantum Systems
COMMERCIAL · GERMANYRaised $1.2B at about an $8B valuation (Jul 2026). Makes survey and mapping aircraft and has a defense business.
Volatus Aerospace
COMMERCIAL · CANADACanadian drone maker and operator. Flies inspection, mapping and cargo missions for industry and public agencies.
Draganfly
COMMERCIAL · CANADAFY2025 revenue C$7.73M, up 17.8%. Cash C$90.2M at 31 Dec 2025.
ACSL
COMMERCIAL · JAPANU.S. subsidiary received an order for 400 SOTEN drones worth USD 3.0M from a distributor (4 Nov 2025).
Non-U.S. makers sell into the U.S. through distributors. Check Blue UAS and FCC status for each model.
Industrial inspection makers.
Drones and docks for sites that need repeat inspections.
Percepto
COMMERCIAL · ISRAELLaunched the Axion AI inspection platform on 27 Oct 2026. Works with multi-vendor drones and sensors for grids and industrial sites.
Flyability
COMMERCIAL · SWITZERLANDElios 3 inspection drone for confined spaces. Showed an Ouster lidar partnership at INTERGEO 2026 (Sep 2026).
Voliro
COMMERCIAL · SWITZERLANDContact-inspection drones. Extended its Series A to $23M (Jun 2025). Says 40+ customers in 17 countries.
Asylon
COMMERCIAL · U.S.Robotic security drones and docks. Announced DroneIQ Overwatch with NVIDIA on 23 Mar 2026, rolling out in 2026.
Inspection is the steadiest commercial use. Software and docks matter as much as the aircraft.
VTOL and eVTOL
Eight makers, with proof levels and status
IN THIS SUB-CHAPTER
In pictures
193
Leading makers
194
Challengers and restructured makers
195
VTOL makers in pictures.
Aircraft from makers listed here.
Photos: Harlan Huntington (Public domain); BETA Technologies (CC BY-SA 3.0); ZLEA (CC BY-SA 4.0); Alexander Migl (CC BY-SA 4.0). Products and photographs belong to their owners.
Four VTOL makers lead the field.
Pilot stage. No paid passenger service yet.
Joby Aviation
PILOT · U.S.Says it is in the fifth and final stage of FAA type certification. Q3 2026 results on 4 Nov 2026; 17 aircraft in production.
Archer Aviation
PILOT · U.S.Q3 2026: revenue $5.1M, about $1.4B liquidity. FAA certificate for LA demonstration flights; not yet type certificated.
BETA Technologies
PILOT · U.S.Backlog of 1,040 aircraft in firm orders and options. Q3 2026 revenue $17.7M; cash $1.34B. The CX300 leads sales.
Wisk Aero
PILOT · U.S.Second Gen 6 aircraft flew on 4 May 2026. A Boeing subsidiary; Archer plans to acquire it, closing expected by end of 2026.
Joby and Archer lead on certification claims. BETA earns revenue from its conventional aircraft and chargers.
Challengers and restructured makers.
Earlier stage, smaller, or reorganized.
Eve Air Mobility
CONCEPT · BRAZIL AND U.S.Reached its 50th prototype test flight on 9 Apr 2026. Plans six conforming prototypes for certification.
Vertical Aerospace
PILOT · UKCompleted a two-way piloted transition flight on 14 Apr 2026. Targets certification in 2029.
Supernal (Hyundai)
CONCEPT · KOREA AND U.S.Paused S-A2 in Aug 2025 and laid off 296 staff in Feb 2026. Signed a development agreement with KAI on 8 May 2026.
Volocopter
CONCEPT · GERMANYInsolvent in Dec 2024 and bought by Wanfeng's Diamond Aircraft in Mar 2025. Targets certification in 2027.
Cash and orders decide who survives. Chapter 3 covers rules, sites and timelines.
Marine unmanned
Ten makers of surface and underwater vehicles
IN THIS SUB-CHAPTER
In pictures
197
Surface and underwater leaders
198
Specialists and regional makers
199
Marine makers in pictures.
Vehicles from makers and agencies listed here.
Photos: Jennvirskus (CC BY-SA 4.0); John Gray/NOAA (Public domain). Products and photographs belong to their owners.
Marine makers, part 1.
Surface vessels, survey fleets and sonar.
Saildrone
COMMERCIAL · U.S.Wind- and solar-powered surface vessels for ocean data and seabed mapping. Voyager maps to 300 m depth.
Ocean Infinity
COMMERCIAL · UK AND U.S.Took delivery of the 14th and final Armada vessel on 15 Dec 2025. Twelve vessels are operating.
Teledyne Marine
COMMERCIAL · U.S.Launched the SeaBat D100 deep-water sonar, rated to 3,000 m and on sale (Mar 2026).
Kongsberg Maritime
COMMERCIAL · NORWAYHUGIN underwater vehicles and sensors. HUGIN AUVs map the deep seabed for energy, cables and research.
Exail
COMMERCIAL · FRANCEAnnounced two orders for its long-range surface vessel on 7 Jan 2026, one for a French hydrographic service.
Survey, inspection and ocean data are the commercial uses. Government agencies buy the same vehicles for survey.
Marine makers, part 2.
Subsea vehicles, sonar and regional makers.
Blue Robotics
COMMERCIAL · U.S.Low-cost BlueROV2 and thrusters. Signed a 10-year, 49,000 sq ft lease at AltaSea in Los Angeles (24 Nov 2025).
Oceaneering
COMMERCIAL · U.S.Work-class subsea vehicles and services. Ran about 250 ROV systems at end-2025.
Saab Seaeye
COMMERCIAL · UKElectric underwater vehicles. Delivered its 600th Falcon in Jul 2025. A business unit of Saab.
Kraken Robotics
COMMERCIAL · CANADAQ2 2026 revenue C$27.3M, up 4%. Closed the Covelya Group acquisition on 2 Jul 2026.
Ocius
EARLY COMMERCIAL · AUSTRALIASolar, wind and wave-powered Bluebottle vessels. Won a five-year A$176M Royal Australian Navy contract (Mar 2026).
Many marine makers are part of larger groups. Look at the parent as well as the product.
IoT and automation
Sixteen makers of sensors, connected equipment and controls
IN THIS SUB-CHAPTER
IoT and sensor makers
201
Automation makers
202
Photo: a PLC rack
203
More names
204
IoT and sensor makers.
Company-reported. All commercial.
Samsara
COMMERCIAL · U.S.Q2 FY2027 revenue $508.4M, up 30%. Annual recurring revenue $2.125B.
Cognex
COMMERCIAL · U.S.Q3 2026 record revenue $313M, up 13%. Agreed to buy RealSense; close expected Q4 2026.
Honeywell
COMMERCIAL · U.S.Aerospace spin-off completed on 29 Jun 2026. Automation continues as Honeywell Technologies.
Bosch Sensortec
COMMERCIAL · GERMANYLaunched the BMI5 motion sensor platform at CES 2026. Volume production planned for Q3 2026.
SICK
COMMERCIAL · GERMANYFY2025 sales EUR 1,850M, up 6.5%, with 10,158 employees.
Schneider Electric
COMMERCIAL · FRANCEQ3 2026 revenue EUR 11,460M, up 16.9% organic. Raised 2026 guidance.
Sensor makers are growing on factory and data center demand. Chapter 4 covers networks and rules.
Automation makers.
Controls and software. All commercial.
Rockwell Automation
COMMERCIAL · U.S.FY2026 sales $8,989M, up 8%. FactoryTalk Conductor announced 21 Oct 2026; availability expected Q1 2027.
Siemens
COMMERCIAL · GERMANYDigital Industries Q3 FY2026 revenue EUR 4.9B, up 10% comparable. Eigen Engineering Agent generally available 20 Apr 2026.
Emerson
COMMERCIAL · U.S.DeltaV v16.LTS with a software controller (Jan 2026). Ovation AI Agents announced 27 Jul 2026.
Beckhoff
COMMERCIAL · GERMANY2025 revenue EUR 1.24B, up 6%. U.S. subsidiary $133.5M, up 10.1%. TwinCAT CoAgent announced 23 Jun 2026.
Mitsubishi Electric
COMMERCIAL · JAPANU.S. unit released Chip-to-Grid reference designs for AI data centers (24 Sep 2026).
Omron
COMMERCIAL · JAPANAnnounced a global collaboration with Comau on semiconductor and precision-manufacturing automation (11 May 2026).
These makers set the control standards. Chapter 5 covers AI, twins and open standards.
A PLC rack in a control cabinet.

- An Allen-Bradley (Rockwell Automation) controller with its I/O modules.
- Each module wires to sensors, motors and valves on the machine.
- Most automation pilots change logic or data here first.
Photo: Elmschrat (CC BY-SA 3.0). Products and photographs belong to their owners.
Four more names.
Sensors, controls and IoT devices.
| Maker | Group | Latest fact | Date |
|---|---|---|---|
| ABB | Automation, Switzerland | SoftBank's $5.4B purchase of ABB Robotics blocked by China's security review; parties may resubmit | 5 Nov 2026 |
| Keyence | Sensors, Japan | Presented the IM-X digital measuring projector at QA Expert Days | Apr 2026 |
| Banner Engineering | Sensors, U.S. | Lists 23 new products for 2026, including the S4B Safety Light Curtain | 23 Sep 2026 |
| Particle | IoT, U.S. | Acquired by Digi International for $50M cash | 27 Jan 2026 |
ABB's robotics unit is covered in the 01 Robotics Primer. It is shown here for the sale status.
Defense lines and choosing
Dual-use makers, and how to compare makers
IN THIS SUB-CHAPTER
Makers with defense business
206
How to choose a maker
207
Some makers also sell to government and defense.
Atomgigs covers inspection, observation and survey uses only. No weapons.
| Maker | Commercial line | Government work |
|---|---|---|
| Teledyne FLIR | Thermal sensors and payloads | Thermal cameras for public-safety, border and defense observation |
| Quantum Systems | Survey and mapping aircraft | Reconnaissance aircraft for defense buyers; raised $1.2B (Jul 2026) |
| Parrot | ANAFI drones | ANAFI USA is on the Blue UAS list for government inspection use |
| Volatus Aerospace | Drone services | Drones and flight services for Canadian public agencies |
| Saildrone | Ocean data vessels | Ocean monitoring for navies and coast guards |
| Kongsberg and Oceaneering | Seabed survey, subsea work | Seabed survey and inspection vehicles for navies |
Atomgigs works only on inspection, observation, logistics and site work. It does not handle weapons.
Five questions to compare any maker.
Atomgigs view, for a first pilot.
Proof level
ASKIs it commercial, early commercial, pilot or concept? Ask for named customers and dated results.
Compliance
ASKIs it Blue UAS cleared, or does it hold an FCC Conditional Approval? Where are the key parts made? See Chapter 7.
Financial health
ASKHow much cash, and how many firm orders? Several well-funded makers have already failed.
Support
ASKWho repairs it in the U.S., and how fast are spare parts? Who owns the maker?
Data and interfaces
ASKCan it use open standards and give you your own data? Where does the data go?
A maker that answers all five in writing is ready for a pilot.
China's non-robot makers
Scale, pace, lessons, national policy, rules at home, in pictures.
Why a chapter on China.
This primer is written for U.S. buyers. Chinese makers set the pace in several categories.
Scale
FACTChinese makers lead in drone volume, cellular modules and lidar units. Later pages give the numbers and their sources.
Cost
FACTOne dock-and-drone comparison shows the Chinese system at about half the U.S. list price. Sources are mixed.
U.S. rules
FACTSince 22 Dec 2025, new foreign-made drones cannot get FCC approval. Tariffs and procurement limits add to that.
| Label on a page | What it means |
|---|---|
| Shipped or produced | Units reported as built or delivered |
| Certified | A regulator has issued a certificate. It does not mean units are flying for fares or fees |
| Announced | A plan, order or target. Not a delivered result |
| Vendor claim | Stated by the company, with no third-party check |
Ten facts about China's non-robot makers.
Each fact is dated on its own page in this chapter.
A RMB 1.5T low-altitude forecast
China's civil aviation regulator (CAAC) projects about RMB 1.5 trillion for 2025 and over RMB 3.5 trillion by 2035. Forecast.
DJI dominates U.S. skies
96% of U.S. drones seen by Remote ID sensors are DJI (FAA-funded ASSURE study, Mar 2026).
600,000 farm drones
DJI Agriculture says its fleet passed 600,000 units at end-2025. Vendor claim.
780,000 delivery orders
Meituan reports 780,000+ cumulative drone orders and 70 routes at end-2025. Company-sourced.
Certified is not commercial
EHang holds TC, PC and AC for the EH216-S but delivered only 4 units in Q1 2026.
China leads cellular IoT
China holds about 2.9B of 4.7B cellular IoT connections, about 61% (IoT Analytics count).
Lidar at volume
Hesai shipped 1.62M lidar units in 2025 and RoboSense about 912,000 (Laserfair, Mar 2026).
New approvals are closed
FCC added foreign-made drones to the Covered List on 22 Dec 2025. Exemptions run to 1 Jan 2028.
Tariffs bite
Section 232 duties of 100% apply to larger and thermal drones from 3 Sep 2026.
Controls are paused, not gone
China extended the pause on its Oct 2025 rare earth measures to 10 Jan 2027. April 2025 licensing still applies.
Scale and pace
How big the Chinese operations are, and how fast regulators move
IN THIS SUB-CHAPTER
Scale in numbers
212
Certification pace
213
What the U.S. can learn
214
Chinese scale shows in six numbers.
Each figure carries its label and source.
| Measure | Figure | Label | Source and date |
|---|---|---|---|
| DJI Agriculture fleet | 600,000+ units, end-2025 | Vendor claim | DroneXL, 30 Apr 2026 |
| Chinese spray area, 2024 | 173 million hectares (repeat passes counted) | Industry white paper | FreshPlaza, 27 Aug 2025 |
| Meituan drone orders | 780,000+ cumulative, 70 routes, end-2025 | Company-sourced | Drone Intelligence, 26 Oct 2026 |
| Cellular IoT connections | China 2.89B of 4.7B, 2025 (about 61%) | IoT Analytics count | IoT Analytics via GMT8, 2026 |
| Hesai lidar, 2025 | 1.62M units shipped; RoboSense about 0.91M | Reported shipments | Laserfair, 27 Mar 2026 |
| CATL batteries, 2025 | 661 GWh sold; 39.2% of global power-battery market | Company and SNE Research | CarNewsChina, 10 Mar 2026 |
Fleet counts differ by definition. DJI's 600,000 sits above a 500,000 world figure from a white paper it co-issued.
Regulators in China certify in batches.
Certificates arrive first. Revenue and deliveries lag.
EHang EH216-S
CERTIFIEDHolds type, production and airworthiness certificates; operators hold operating certificates since Mar 2025. Q1 2026 deliveries: 4 units.
AutoFlight CarryAll
CERTIFIEDCargo eVTOL with CAAC certificates and one unit delivered on 22 Jul 2025. Indonesian validation 3 Jun 2026. Specs are vendor claims.
Aridge (XPeng)
ANNOUNCEDUnder RMB 2M, 7,000 pre-orders (vendor claim), mass production targeted for 2026. Not yet certified.
CAAC proposed a priority list of four firms (Aridge, EHang, Volant, AutoFlight) in Jul 2026, per local media.
What the U.S. can learn.
Atomgigs readings of the facts in this sub-chapter. They are not forecasts.
Scale lowers cost
LEARNFleets in the hundreds of thousands spread development cost. U.S. operators run far smaller fleets.
Certified is not commercial
LEARNEHang holds certificates but delivered 4 units in Q1 2026. Certificates alone prove little.
Check the definition
LEARNFleet, order and spray-area counts mix vendor and white-paper sources. Ask how each is counted.
Treat scale claims as direction, not precision, until a third party backs them.
Policy and industrial strategy
What Beijing and the provinces have set out, and the rules at home
IN THIS SUB-CHAPTER
National and local policy
216
Rules inside China
217
What the U.S. can learn
218
Low-altitude flight is a stated national priority.
Dated policy steps, 2024 to 2026.
- 2024 work report
- POLICY
- The low-altitude economy first entered the government work report. Most provinces have since added it to their agendas.
- 15th Five-Year Plan
- POLICY
- Outline released 12 Mar 2026. It backs embodied intelligence and the AI+ initiative (Aug 2025).
CAAC forecast
FORECASTAbout RMB 1.5 trillion for 2025, over RMB 3.5 trillion by 2035. Another consultancy puts 2025 near RMB 1 trillion.
Local targets
LOCALWuhan plans 1,000 drone hangars by 2030. Hangzhou lists the sector among five future industries.
Firms
COUNT127,000+ low-altitude firms by Jun 2026 (CCID Consulting, via The Star).
Past plan scorecard
REVIEWMade in China 2025 met some share targets and missed others, including machine tools and aircraft (Rhodium, May 2025).
Forecasts differ by definition. Provincial funding amounts are not published consistently.
China is tightening drone rules as it promotes them.
Registration, airworthiness and export controls.
| Rule | What it does | Source and date |
|---|---|---|
| Drone flight regulations | Interim rules on drone flight management in force from 1 Jan 2024 | Caixin, 12 Dec 2025 |
| Real-name registration | From 1 May 2026 new drones are registered to owners before use; existing owners get a grace period (sources differ on its length) | Caixin, 12 Dec 2025 |
| Civil Aviation Law | Revised law in force 1 Jul 2026 brings drones under airworthiness certification and product ID codes | DroneLife, 27 Dec 2025 |
| Export controls | An Aug 2026 notice is reported to require case-by-case review of drone exports to the U.S. | ChinaTechBite, Aug 2026 |
Thresholds under the new law are left to later guidance.
What the U.S. can learn.
Atomgigs readings of the facts in this sub-chapter. They are not forecasts.
Policy can create demand
LEARNA national strategy with local targets gives makers a home market to scale in.
Rules and promotion run together
LEARNChina adds registration and certification while backing growth. Safety rules need not slow scale.
Plans miss too
LEARNMade in China 2025 missed many targets. Targets signal intent, not results.
U.S. policy now centers on supply security. Industrial support for U.S. makers is still being built.
Makers by category
Who builds what, with production kept apart from demonstration
IN THIS SUB-CHAPTER
In pictures
220
Featured profiles
221
Drones, eVTOL and marine
222
Sensors, modules and automation
223
Chinese makers in pictures.
A drone, an air taxi, a lidar sensor and cellular modules.




Photos: Gaelle1106 (CC BY-SA 4.0); CarlosVdeHabsburgo (CC BY-SA 4.0); Matti Blume (CC BY-SA 4.0); contri (CC BY-SA 4.0). Products and photographs belong to their owners.
Three makers show the range.
One in production at scale, two certified.
DJI
SHIPPEDMatrice 4, Matrice 400, Dock 3 and Agras T50/T100. Private, so revenue is not reported. Over 96% of U.S. drones seen by Remote ID (FAA-funded study, Mar 2026).
EHang
CERTIFIEDEH216-S holds TC, PC and AC. Deliveries: 61 EH216-series plus 5 VT35 in Q4 2025, then 4 in Q1 2026. Q1 2026 revenue RMB 25.7M. VT35 is announced, not certified.
AutoFlight
CERTIFIEDCarryAll V2000CG cargo eVTOL: CAAC certificates, first delivery Jul 2025, Indonesian validation Jun 2026. Passenger model targeted for 2026 (announced).
DJI sells in volume. The two eVTOL makers have certificates and few deliveries.
Drone, eVTOL and marine makers by proof level.
Production, certification and announcements are kept apart.
| Maker | Product | Proof level | Note, source and date |
|---|---|---|---|
| DJI | Matrice, Dock, Agras | Shipped | No new FCC grant since 22 Dec 2025 (DroneXL, 30 Oct 2026) |
| Autel Robotics | Enterprise drones | Shipped | Named with DJI in the FY2025 NDAA listing duty |
| EHang | EH216-S, VT35 | Certified / announced | Certificates held; VT35 awaits a CAAC basis (HeliHub, Jun 2026) |
| AutoFlight | CarryAll V2000CG | Certified, 1 delivered | AAM International, Jun 2026 |
| Aridge (XPeng) | Modular flying car | Announced | Not certified; no deliveries reported (CnEVPost, Jul 2026) |
| CHC Navigation | Apache 6, Apache 4 Pro survey boats | Announced 2026 | CHC release, 2026 |
| China State Shipbuilding | Qingrong survey vessel | Launched | 21 Apr 2026, Qingdao; civil survey use (Baird Maritime, 30 Oct 2026) |
Other makers, such as Volant, TCab and Yunzhou, are not profiled here.
Chinese firms lead modules, lidar and drives.
Component makers sit inside many U.S.-branded products.
| Maker | Category | Fact | Source and date |
|---|---|---|---|
| Quectel | Cellular modules | Top-five module maker by revenue (Berg Insight, 2025). On the DoD 1260H list; contests it in court | Berg Insight, 26 Jun 2026; Quectel, 11 May 2026 |
| Hesai | Lidar | 1.62M units shipped in 2025; revenue above RMB 3B | Laserfair, 27 Mar 2026 |
| RoboSense | Lidar | About 912,000 units shipped in 2025; revenue RMB 1.94B | Laserfair, 27 Mar 2026 |
| Inovance | Servo and drives | 31.4% of China servo; 20.8% of inverters | Macquarie via Cambia, 7 Nov 2025 |
| Tuya | IoT platform | Revenue $321.8M in FY2025; 1.8M AI developers (vendor) | Tuya, 2 Mar 2026 |
Siemens still holds 45.2% of China's large-PLC market. Local makers lead in volume categories.
What the U.S. can learn.
Atomgigs readings of the facts in this sub-chapter. They are not forecasts.
Look inside the product
LEARNModules, lidar and motors from Chinese makers appear in many U.S.-branded devices. Ask for a parts list.
Separate proof from promise
LEARNThe same page often holds a shipped product, a certified one and an announced one. Label each.
Foreign leaders persist
LEARNSiemens holds 45.2% of large PLCs in China. High-end niches resist localization.
A maker list is only useful with proof levels attached. Atomgigs keeps them apart on every page.
Where machines work
Real deployments, kept apart from demonstrations
IN THIS SUB-CHAPTER
Farms, delivery and cities
226
Passenger and cargo flights
227
What the U.S. can learn
228
Chinese drones already work at scale.
Deployments with reported numbers.
Farming
SHIPPEDDJI Agriculture says 600,000+ spray drones are in service in 100+ countries, with 3,500 service centers (vendor claim, 30 Apr 2026).
Delivery
COMPANY-SOURCEDMeituan: 70 routes and 780,000+ orders by end-2025, in Shenzhen, Beijing, Shanghai, Guangzhou, Hong Kong and Dubai.
Logistics
ANNOUNCEDSF Express ordered 100 ES1000 cargo aircraft from Yifei Aviation (Mar 2025). Deliveries and flight totals are not published.
Passenger eVTOL
TRIALEHang operators report 3,000+ internal trial missions at 40+ sites. Trial commercial operations began in Hefei in Aug 2026.
Cargo eVTOL
SHIPPEDAutoFlight CarryAll cleared for Indonesian cargo operations (3 Jun 2026). One unit delivered in China (Jul 2025).
Marine survey
LAUNCHEDThe Qingrong vessel (7.15 m, over 40 knots) was launched 21 Apr 2026 for research and rescue. No fleet count published.
Farm and delivery drones run at scale. Passenger eVTOL is still in trial.
Certified aircraft are not yet earning fares.
EHang's position as of mid-2026.
| Measure | Reading | Source and date |
|---|---|---|
| Certificates | TC, PC and AC held for EH216-S; operators hold OCs | Motley Fool Q1 2026 call, 9 Jun 2026 |
| Deliveries | 4 units in Q1 2026, against 11 in Q1 2025 | HeliHub, 10 Jun 2026 |
| Public ticketed service | Not launched as of Jun 2026, awaiting CAAC requirements | HeliHub, 10 Jun 2026 |
| Early-bird fare | RMB 299 at Hefei (company) | Motley Fool, 9 Jun 2026 |
| Abroad | Flights in Mexico (May 2026); Thailand approval pending | HeliHub, 10 Jun 2026 |
Certificates arrived in 2025. Paid passenger service is the missing step.
What the U.S. can learn.
Atomgigs readings of the facts in this sub-chapter. They are not forecasts.
Start where the job is simple
LEARNSpraying and parcel runs scaled first. Passenger flights, the hardest job, lag.
Count real operations
LEARNOrders, hectares and missions are better evidence than test flights or pre-orders.
Services follow rules
LEARNDelivery grew once licenses were issued, for example Meituan's national license in Apr 2025.
U.S. pilots can copy the sequence: low-risk work first, then harder jobs.
Cost and supply chain
What the price gap is, and what sits behind it
IN THIS SUB-CHAPTER
Price gaps
230
Batteries, magnets and materials
231
What the U.S. can learn
232
Chinese drone systems cost far less.
Price comparisons found in 2026 sources. None is exactly like for like.
| Comparison | Chinese system | U.S. system | Source and date |
|---|---|---|---|
| Dock plus drone for inspection | DJI Dock 3 with Matrice 4TD: $23,418 to $26,412 at six U.S. dealers | Skydio X10 dock bundle: $50,547 list (Feb 2025) | DroneXL, 20 Oct 2026 |
| Enterprise platforms | DJI equivalents: $2,000 to $5,000 | Skydio and Freefly: $10,000 to $30,000 | TheNextWeb, 2026 |
| Blue UAS drones | Six drones priced $13,964 to $56,195 by a DHS lab | DroneXL, 30 Oct 2026 | |
| Thermal drone | Matrice 4T at about $7,100 to $7,700 (Oct 2026) | DroneXL, 30 Oct 2026 |
Dates and dealers differ across rows. Use the gap as direction, not as a quote.
Typical ballpark values from public sources, not quotes.
Batteries and magnets sit behind the cost.
China's share of the inputs U.S. drone makers need.
Rare earths
SHAREChina produced about 69% of rare earth mine output in 2025 (GlobalData) and up to 90% of processing, per Mining Technology.
Drone inputs
ESTIMATEAnalysts put China near 90% of NdFeB magnets and 99% of drone lithium-ion cells. Lead times at U.S. suppliers run 6+ months.
Batteries
REPORTEDCATL sold 661 GWh in 2025, up 39%, with 39.2% of the global power-battery market.
Export controls
PAUSEDChina's Oct 2025 measures were paused on 7 Nov 2025; the pause now runs to 10 Jan 2027. Apr 2025 licensing for seven rare earths remains.
A separate pause on 2024 export bans to the U.S. runs to 27 Nov 2026.
What the U.S. can learn.
Atomgigs readings of the facts in this sub-chapter. They are not forecasts.
Cost comes from the whole chain
LEARNMotors, magnets, cells and boards come from one region. Matching price needs matching supply.
Inputs are the choke point
LEARNRare earth and battery controls are paused, not repealed. Plan for dates, not for assurances.
Price is not total cost
LEARNTariffs, support and replacement parts change the cost of a cheaper system once it is in the U.S.
Ask every maker where its motors, magnets and cells come from. Build that into purchasing.
Business models
How Chinese makers earn, with evidence for each
IN THIS SUB-CHAPTER
Five models
234
Volume does not equal revenue
235
What the U.S. can learn
236
Five business models recur.
Each shown with the evidence found.
Volume at low price
MODELHesai shipped 1.62M lidar units in 2025 at roughly RMB 1,850 of revenue per unit (derived, not a quoted price).
Platform and developers
MODELTuya earned $57.9M net profit on $321.8M revenue in FY2025, with 1.8M developers on its platform (vendor).
Fleet and service
MODELDJI Agriculture pairs 600,000+ drones with 3,500 service centers and 7,000+ certified instructors (vendor).
Delivery as a service
MODELMeituan reports cost per order falling 40 to 50% a year (vendor claim).
Export-led growth
MODELQuectel, Hesai and CHC Navigation sell worldwide. Quectel contests a 1260H listing in court.
Few makers publish subscription revenue.
Connections are not revenue.
Operators hold most cellular IoT lines and little of the revenue.
Volume leaders can earn thin margins. The money sits with those who own the platform, the data or the service.
What the U.S. can learn.
Atomgigs readings of the facts in this sub-chapter. They are not forecasts.
Own the platform
LEARNTuya profits through developers, not hardware. U.S. firms can build on that pattern.
Sell the service
LEARNFleet support and delivery as a service turn a device into a recurring job.
Watch margins
LEARNVolume leaders such as the carriers earn a small share of revenue. Scale alone is not a model.
The model, not the device, decides who profits. U.S. makers can compete on service and platform.
Coming to the U.S
What Chinese makers hold in the U.S. market, and how U.S. makers respond
IN THIS SUB-CHAPTER
Market position
238
U.S. maker responses
239
What the U.S. can learn
240
DJI holds almost all of the U.S. fleet.
Four measures from 2025 and 2026 sources.
These shares describe the installed base before the December 2025 ban. Existing DJI drones remain legal to own and fly. No new DJI model has received an FCC grant since 22 Dec 2025.
The rules change what U.S. buyers can get.
Reported effects, with their sources.
| Effect | Reading | Source and date |
|---|---|---|
| New models | Matrice 5TD (launched 14 Oct 2026) lacks FCC approval, so U.S. dealers cannot sell it | DroneXL, 30 Oct 2026 |
| Frozen products | DJI says 25 planned 2026 U.S. products (about $1.5B) are frozen. Vendor claim | TheNextWeb, 2026 |
| Operators | 45.6% already saw higher DJI prices; 23.8% would close their drone business if banned (8,056 operators, Dec 2025, self-selected) | The Drone Girl, 14 Jan 2026 |
| Duties | A Matrice 5TD would face combined Section 232 and 301 duties of at least 125% | DroneXL, 30 Oct 2026 |
Surveys show expectations, not measured price changes.
U.S. makers are scaling up.
Announcements and reported results, 2026.
Skydio
ANNOUNCED$3.5B, five-year SkyForge plan (24 Apr 2026): a factory five times current space, about 2,000 Skydio and 3,000 supplier jobs.
Freefly Systems
REPORTEDGrew from a 25,000 to a 70,000 sq ft U.S. plant and says demand roughly doubled (Aug 2025).
Unusual Machines
REPORTEDQ2 2026 revenue $16.7M, up 687%. Motor line being installed in Florida.
Federal buying
POLICYEO 14307 (Jun 2025) puts U.S.-made drones first in federal buying, and agencies must use approved models.
Supply remains the limit: U.S. motor and battery lead times run 6 months or more (analyst estimate).
What the U.S. can learn.
Atomgigs readings of the facts in this sub-chapter. They are not forecasts.
Concentration is a risk
LEARNOne maker held about 96% of the U.S. fleet. A rule change moved the market in a day.
Capacity takes years
LEARNPlants, motors and cells are announced fast and built slowly. Watch output, not announcements.
Plan for mixed fleets
LEARNExisting DJI drones keep flying. New buys shift to Blue UAS and U.S.-made models.
The effect on U.S. buyers is real and measurable. Whether prices fall back depends on U.S. capacity.
Rules and risks
Tariffs, export controls, procurement and airspace limits, data, and certification
IN THIS SUB-CHAPTER
Rules timeline
243
Tariffs and procurement
244
Security, data and compliance checklist
245
Eight dated steps shaped the U.S. rules.
U.S. actions on foreign drones, 2025 and 2026.
| Date | Action | Source |
|---|---|---|
| 6 Jun 2025 | Executive Orders 14305 and 14307: airspace sovereignty and drone dominance | Greenberg Traurig, Aug 2025 |
| 22 Dec 2025 | FCC adds foreign-produced drones and critical components to the Covered List | Wiley, 12 Jan 2026 |
| 7 Jan 2026 | Blue UAS and domestic-end-product exemptions to 1 Jan 2027 (DA 26-22A1) | Wiley, 12 Jan 2026 |
| 9 Jan 2026 | Commerce drops its drone ICTS proposal before publication (reported) | DroneLife, 12 Jan 2026 |
| 20 Feb 2026 | Supreme Court: IEEPA does not authorize tariffs | Thomson Reuters, 20 Feb 2026 |
| 21 Jul 2026 | Exemptions extended to 1 Jan 2028 (DA 26-761); FCC also proposes more limits | FCC, 21 Jul 2026 |
| 13 Aug 2026 | Section 232 proclamation on drones and components | Troutman, Aug 2026 |
| 3 Sep 2026 | Section 232 duties take effect for Annexes I and II | Troutman, Aug 2026 |
Existing lawfully owned drones are not affected. The FCC rules block new authorizations.
Section 232 duties apply from 3 September 2026.
Proclamation of 13 Aug 2026. Duties stack on legacy Section 301.
100%
LARGE AND THERMALApplies to drones over 25 kg, thermal-imaging drones, docking stations and listed critical components. Effective 3 Sep 2026.
25%
SMALLApplies to drones of 25 kg or less and Annex III components. Annex III takes effect 9 Feb 2027.
10 to 15%
CAPPED PARTNERSEU, Japan, Korea, Taiwan and Switzerland 15%; UK 10%. China is not a qualifying country.
180 days
DELAYFor Blue UAS and FCC Conditional Approval holders as of 2 Sep 2026. Onshoring builds must begin before 20 Jan 2029.
New forced-labor Section 301 duties of 24 Jul 2026 exempt Section 232 goods.
Government buyers face the tightest limits.
Procurement bans, military-company listings and court cases.
Federal buying
PROCUREMENTAmerican Security Drone Act: since 22 Dec 2025 agencies, contractors and grantees cannot buy or fly covered drones. Waivers and Blue UAS paths exist.
DJI and the 1260H list
LISTDesignated Jan 2025. D.C. Circuit on 14 Aug 2026 affirmed parts, reversed one finding and remanded. DJI stays listed.
Hesai and Quectel
LISTBoth on the 1260H list. A D.C. Circuit ruling on 18 Aug 2026 found a due-process fault but did not vacate Hesai's listing.
A listing is not a ban on private use. It limits government contracting and can affect banking and business.
Data and airspace rules add a second layer.
What agencies have said, and what is still open.
Data access
GUIDANCECISA and the FBI warn that Chinese law gives its government broad access to company-held data. Their main guidance dates from 2024.
Airspace
ORDEREO 14305 sets up a counter-drone task force and gives agencies Remote ID data access.
Certification
GAPNo public study compares FAA and CAAC eVTOL certification. Do not assume they are equivalent.
Data risk depends on the product. Ask where flight and image data are stored and who can reach them.
Six checks before buying Chinese-made equipment.
Chapter 6 refers here. These checks apply to drones, modules and sensors.
| Check | Ask |
|---|---|
| 1 Covered List and FCC status | Does the model hold a valid FCC authorization, or an exemption or Conditional Approval? |
| 2 Procurement rules | Is the buyer or the funder subject to the American Security Drone Act or state rules? |
| 3 Military-company lists | Is the maker or a component supplier on the 1260H list? |
| 4 Tariffs | Which Section 232 and 301 duties apply, and does a delay or cap apply? |
| 5 Data | Where do flight, image and sensor data go, and who can access them? |
| 6 Supply continuity | Can the maker deliver parts and updates if rules change? |
These checks are information, not legal advice. Review current rules with counsel before a purchase.
What the U.S. can learn.
Atomgigs readings of the facts in this sub-chapter. They are not forecasts.
Rules move fast
LEARNFive federal actions in eight months changed the market. Build review dates into contracts.
Cover the whole chain
LEARNRules reach products, parts, data and the funder. Check each layer.
Keep options open
LEARNA mixed fleet of approved models reduces the cost of the next rule change.
Compliance is now a purchasing step, like safety or insurance review.
What it means, 12 to 36 months
What U.S. buyers and Atomgigs should do, and which dates to watch
IN THIS SUB-CHAPTER
For U.S. buyers
250
For Atomgigs
251
Dates to watch
252
Buyers should plan for two possible paths.
Atomgigs does not assume that the U.S. will follow China. Plan for both.
If restrictions hold
PATH ANew approvals stay limited. Plan for Blue UAS and U.S.-made fleets, higher unit prices and longer lead times. Keep existing fleets in service.
If restrictions ease
PATH BExemptions and approvals widen. Prices could fall. Do not sign long contracts that assume either path.
In both paths
ACTIONKeep an inventory of models and parts. Check Covered List status each quarter. Prefer open data formats so fleets can be swapped.
The 12 to 36 month view is a planning range, not a forecast.
For Atomgigs, China shapes the supplier list.
How the chapter feeds our work with U.S. customers.
| Area | What Atomgigs does |
|---|---|
| Maker screening | Apply the six compliance checks to every proposed maker |
| Fleet design | Propose mixed fleets that survive a rule change |
| Learning from China | Borrow operating patterns: service networks, low-risk first jobs, measured pilots |
| Reporting | Show proof level and source date for every maker claim |
Atomgigs is maker- and origin-agnostic. It helps buyers review the rules, then choose, pilot and run the right machines.
Seven dates will move this picture.
Dates can move, so read the official notice before relying on one.
| Date | What happens | Status |
|---|---|---|
| 27 Nov 2026 | Separate pause on 2024 export bans to the U.S. ends | Announced Nov 2025 |
| 10 Jan 2027 | Extended pause on China's Oct 2025 export controls ends | Extended on 9 Nov 2026 |
| Pending | FCC final action on its proposed further drone limits | Comments closed 2 Sep 2026 |
| Pending | DJI v. FCC, Ninth Circuit No. 26-1029 | Case ongoing |
| 9 Feb 2027 | Section 232 Annex III duties begin | Set in the Aug 2026 proclamation |
| 1 Jan 2028 | Blue UAS and domestic-end-product exemptions end | DA 26-761 |
| 20 Jan 2029 | Onshoring builds must begin to qualify | Section 232 proclamation |
Dates as of 10 Nov 2026.
The people
Part 107, part 108, evtol pilots, lessons, drone technicians, controls workers.
Pilots and flight roles
Who flies today, and how roles may change under Part 108
IN THIS SUB-CHAPTER
Part 107 pilots
255
Part 108 roles
256
eVTOL pilots
257
The U.S. has nearly 500,000 certificated drone pilots.
Part 107 is the license for commercial small drone flight.
493,396
FAA, END-2025Certificated remote pilots at the end of 2025.
628,600
FAA FORECASTCertificated remote pilots the FAA projects for 2030.
82.96%
2025 PASS RATEPart 107 knowledge test pass rate in 2025, the lowest on record. 73,914 tests taken. Counts tests, not people.
24 months
RECURRENTPilots take online recurrent training every 24 months to keep current.
A pilot certificate is not the whole job. Safety, data and maintenance skills decide results.
Part 108 would add new roles beyond the pilot.
Proposed rule (NPRM, Aug 2025). The final rule is not yet published.
| Item | Proposal |
|---|---|
| Operator | The company that holds the permit and is responsible for training |
| Operations Supervisor | Final authority on training and credentialing. FAA point of contact |
| Flight Coordinator | Monitors flights. Cannot fly manually. Limited commands: altitude, heading, return to base |
| Ratio | One person per aircraft until standards for multi-drone operation exist. More by waiver |
| Fleet caps | 100 for package delivery; 25 for survey, civic and training; 10 for agriculture; 1 for recreation |
| Background checks | TSA checks proposed for people operating drones |
The FAA sent the final rule to White House review on 10 Jul 2026. Proposals may change in the final text.
Air taxis need a new kind of pilot.
FAA powered-lift training rules and one flight academy.
| Item | Fact |
|---|---|
| FAA final rule, Oct 2024 | Creates pilot and instructor certification for powered-lift aircraft. Training may use a single set of flight controls |
| Joby flight academy | FAA Part 141 certification (Dec 2024) in Watsonville, California, from private pilot to flight instructor |
| Demand forecasts | KPMG: over 19,000 eVTOL pilots worldwide by 2030. McKinsey optimistic case: up to 60,000 by 2028 |
| Headcounts | Joby and Archer do not publish pilot headcounts |
Pilot supply will pace air taxi service as much as aircraft certification does.
What this means for owners.
Atomgigs readings of the facts in this sub-chapter.
Hire for the whole role
READINGPilot skill is common. Safety, data and maintenance judgment are scarcer.
Plan for new titles
READINGPart 108 may replace the pilot with supervisors and coordinators. Training duties move to the company.
Watch the rule date
READINGStaffing plans depend on a final Part 108 and its 1:1 starting ratio.
Do not size a team on the proposed rule. Re-plan when the final text appears.
Technicians and controls workers
Who keeps machines and control systems running
IN THIS SUB-CHAPTER
Drone and avionics technicians
260
Industrial maintenance and controls
261
The skills gap
262
Drone technicians have no job code of their own.
Closest BLS occupations, May 2023 medians.
| Occupation | Figure |
|---|---|
| Avionics technicians (49-2091) | Median pay $77,420 |
| Aircraft mechanics (49-3011) | Median pay $75,020 |
| Electrical and electronic technicians (17-3023) | 96,900 jobs in 2025; median $78,190 (May 2025); +2% 2025-35 |
| Training | Community college and state programs in drone repair, for example Dallas College and Modesto Junior College |
Roles are defined by employers. There is no national standard or common credential.
Industrial maintenance is a large, growing trade.
BLS data on the people who keep automated plants running.
| Occupation | Figure |
|---|---|
| Industrial machinery mechanics, maintenance workers, millwrights | 547,300 jobs (2025); median $64,100 (May 2025); +14% 2025-35; about 51,900 openings a year |
| Electro-mechanical and mechatronics technicians | About 15,700 jobs (2025); median $73,900; +3% 2025-35 |
| Entry path | High school diploma or associate degree. Millwrights train in a 3 to 4 year apprenticeship |
| ISA CCST certification | Level 1 needs 5 years of combined education and experience; Level 2 needs 7; Level 3 needs 13 |
Growth is strong in maintenance and modest in mechatronics. Certifications reward experience.
1.9 million skilled jobs could go unfilled.
U.S. manufacturing, 2024 to 2033.
The study is from 2024 and is still the standard reference. Treat the numbers as a planning range.
What this means for owners.
Atomgigs readings of the facts in this sub-chapter.
Maintenance is the base
READINGMachines fail without it. Budget for technicians as you would for pilots.
Use apprenticeships
READINGTrades like millwright already use 3 to 4 year apprenticeships. Drone repair has no equivalent yet.
Certify what you can
READINGISA certifications show experience. For drones, define in-house standards.
The scarce person is the one who can fix and tune the machine, not only fly it.
Analysts and remote operations
The people who read the data and watch the fleet
IN THIS SUB-CHAPTER
Data and mapping roles
265
Remote operations centers
266
Photo: a delivery drone in flight
267
Public-safety teams
268
Analysts turn flight and sensor data into decisions.
Related BLS occupations, May 2025 medians.
| Occupation | Figure |
|---|---|
| Data scientists (15-2051) | Median pay $120,220 |
| Cartographers and photogrammetrists (17-1021) | Median pay $81,390 |
| Surveying and mapping technicians (17-3031) | Median pay $54,250 |
| Credentials | No widely recognized fleet-data or digital-twin certification exists yet |
Mapping and data roles overlap with drone work. No job code covers fleet analysts.
Remote operations centers watch many flights at once.
Two delivery makers describe their teams. Both accounts are older.
Zipline
MAKER ACCOUNTA remote operations center in Concord, North Carolina holds about a dozen people, mostly remote pilots in command. No ratio is stated (Aug 2024).
Wing
MAKER ACCOUNTOperations centers run like air traffic control. Flights are automated, and pilots in command oversee multiple flights at once. Ground support staff do hands-on tasks (Dec 2022).
Gap
NOT PUBLISHEDMatternet and Amazon Prime Air do not publish staffing ratios.
Maker accounts describe roles, not ratios. Ask any maker for its current numbers.
A delivery drone in flight.

- A Wing delivery drone over Helsinki, Finland.
- Flights run automatically. Pilots in an operations center oversee many at once.
- Ground staff load parcels and swap batteries.
Photo: kallerna (CC BY-SA 4.0). Products and photographs belong to their owners.
Drone-as-first-responder programs are spreading fast.
FAA waivers for police and fire departments.
| Item | Fact |
|---|---|
| Waivers issued | More than 1,000 U.S. agencies got FAA Part 91 DFR waivers from Apr 2025 to Feb 2026 |
| Earlier period | 976 DFR-style waivers from 2018 to Apr 2025 |
| Waiver term | 48 months |
| Staffing | Per-agency pilot counts are not published |
Waivers are growing fast, so public-safety staffing demand is likely rising.
What this means for owners.
Atomgigs readings of the facts in this sub-chapter.
Roles are splitting
READINGPilot, coordinator, ground support and analyst are becoming separate jobs.
Ask for the ratio
READINGVendors rarely state pilots per aircraft. Ask for it in writing.
Plan the data job
READINGSomeone must own the flight data, reports and follow-up. It is often forgotten.
Plan a remote operations role from the start, even for a small fleet.
One manager, many machines
How span of control works in practice
IN THIS SUB-CHAPTER
Multi-drone oversight
271
Rules that set the limit
272
A planning rule of thumb
273
One pilot may oversee up to four drones.
Skydio's multi-drone approval, Mar 2026.
4 drones
SKYDIO X10One pilot-in-command may operate up to four X10 drones at once, announced 26 Mar 2026.
14 agencies
WAIVERSFourteen agencies hold multi-drone beyond-line-of-sight waivers, including NYPD, SFPD and Las Vegas Metro PD.
1 per drone
FAA STANDARDThe FAA's expedited drone-first-responder waiver assumes one remote pilot per drone. Multi-drone is reviewed case by case.
Multi-drone oversight exists but is the exception, granted by waiver.
Rules set the ratio today, and Part 108 starts at one to one.
Where the limit comes from.
| Source of limit | Rule |
|---|---|
| Part 107 today | Effectively one pilot per aircraft unless the FAA waives it |
| Part 108 proposal | One person per aircraft until multi-drone standards exist; more per person by waiver |
| Flight coordinators | Under Part 108 they would monitor flights but could not fly manually |
| Fleet cap | 100 drones for package delivery under one permit (proposed) |
Multi-drone staffing plans depend on a waiver today and on future standards under Part 108.
Plan staffing in three layers.
An Atomgigs planning rule. It is not an industry standard.
Layer 1: the crew
FIELDPilots, technicians and ground support on site. Start at one pilot per aircraft.
Layer 2: the supervisor
SITEOne manager owns safety, schedule and reporting for the pod. Takes over when something fails.
Layer 3: remote operations
REMOTEAnalysts and remote pilots watch fleets across sites. Widen the ratio only after waivers and proof.
Widen the ratio step by step. Each step needs evidence from the pilot.
What this means for owners.
Atomgigs readings of the facts in this sub-chapter.
Ratio is earned
READINGFour drones per pilot took a waiver and a track record. Plan for one to one first.
A manager is not a pilot
READINGThe supervisor's job is safety and decisions, not flying.
Ask for the waiver
READINGAsk each maker which approvals its customers hold and for which sites.
The ratio drives cost per flight. Earn each step with proof, not assumption.
Pathways and training
Where the next workers come from
IN THIS SUB-CHAPTER
Training routes
276
What federal policy says
277
What owners can do
278
Several routes lead into these jobs.
Programs available today.
| Role | Route |
|---|---|
| Pilots | Part 107 knowledge test; recurrent training every 24 months |
| Technicians | Community college and state drone repair programs; USI has launched maintenance technician programs at colleges |
| Controls and maintenance | Associate degrees, certificates, and 3 to 4 year apprenticeships for millwrights |
| Powered-lift pilots | Joby flight academy and FAA powered-lift rules (2024) |
| Veterans | Veterans groups offer commercial drone training (2025) |
No national standard exists for drone technicians. Employers set their own.
Federal drone policy says little about civilian workforce.
What EO 14307 does and does not cover.
| Item | Fact |
|---|---|
| EO 14307, 6 Jun 2025 | Unleashing American Drone Dominance. Its training provisions cover the Department of War only |
| Rulemaking | Directed an FAA BVLOS proposal within 30 days and a final rule within 240 days, as appropriate |
| Gap | No executive order addresses civilian drone workforce training |
| Apprenticeships | The Department of Labor announced apprenticeship funding for AI infrastructure trades in 2026 |
Owners should not wait for federal training programs. Build your own pipeline.
What this means for owners.
Atomgigs readings of the facts in this sub-chapter.
Grow your own
READINGWith no standard credential, in-house training sets the bar.
Use apprenticeship models
READINGTrades already prove that 3 to 4 year paths work. Copy the shape.
Partner with colleges
READINGLocal programs exist. Offer sites for hands-on hours.
Atomgigs brings vetted people from labor partners and trains them to work beside machines.
Atomgigs and OEMs, and outlook
Pilots, site pod, makers, path, commercial model, safety case.
Pilots and the site pod
The first project, and the small team that runs it
IN THIS SUB-CHAPTER
Three pilot packages
281
The site pod
282
Where makers fit
283
A pilot starts with one defined job.
Three starter packages. They are Atomgigs offers, not market facts.
Inspection pilot
DRONESA docked or piloted drone covers one site's routine inspections. Compare findings, cost and time against the current method.
Monitoring pilot
IOTSensors and a gateway watch one asset class, such as pumps, power or leaks. Alerts feed the existing maintenance system.
Control and data pilot
AUTOMATIONOne line or system gets better data and a digital twin view. Operators sign off on what changed and what it saved.
A pilot usually runs 4 to 8 weeks with one defined scope, agreed success measures and a low commitment fee based on an Atomgigs estimate.
Start with one job on one site. Prove it before adding sites, makers or machines.
A small senior pod runs each site.
A pod, not a pyramid. It is sized to the scope and changes as the work changes.
Site pod lead
ROLESingle point of contact. Owns schedule and outcome. Weekly reporting to the owner.
Machine lead
ROLEChooses machines per task. Runs integration, vendor coordination and uptime.
Skilled crew
ROLEPilots, technicians and trades from labor partners. Cross-trained on the fleet.
Safety and compliance
ROLESite safety plan, airspace and zoning, training and certification. Stop-work authority.
Remote ops and data
ROLEFleet monitoring, data capture, owner dashboards and remote assist.
Chapter 8 shows how one manager can oversee many machines.
Makers and owners both need a delivery layer.
What Atomgigs does for each side.
| Client | Their problem | What Atomgigs does |
|---|---|---|
| Project owners | They need work done, not a catalog of machines | Selects the machines, plans the work, supplies the people and runs the crew |
| Makers (OEMs) | The product is built but few buyers can deploy it | Frames use cases, finds buyers and supports first deployments |
| Investors | Hard to judge proof level and delivery risk | Checks claims against proof level, source and date, as this primer does |
Atomgigs is not a drone or machine maker and is not tied to any one brand.
Engagement path and commercial model
From advice to a pilot to production, and how each step is priced
IN THIS SUB-CHAPTER
Consulting, pilot, production
285
Commercial models
286
Three steps lead from advice to production.
Each step ends with a decision.
1 Consult
Scope the job, screen makers, set the safety case and the success measures. The output is a pilot proposal.
2 Pilot
Run one scope, usually for 4 to 8 weeks with a mixed crew. Report weekly. The output is a go or no-go with evidence.
3 Produce
Move to a managed crew across sites. Add machines as each proves out. The output is steady operation.
Each step has a stop point. The owner can end after any one of them.
Pay for capacity first, outcomes later.
Four ways to engage.
Pilot
START HEREOne defined scope, usually 4 to 8 weeks, agreed success measures. Fee based on an Atomgigs estimate.
Managed crew
ONGOINGA mixed crew on retainer. Monthly fee per crew or per machine. Flex up or down on notice. Weekly reporting.
Outcome-based
AS IT MATURESPriced per unit of finished work, with shared savings against a baseline and multi-site agreements.
Advisory
MAKERS, INVESTORSScoped engagements: go-to-market for makers and diligence for investors.
No capital outlay for machines and no long-term headcount. Scale as results are proven.
Safety case and measures
How a site proves it is safe, and how results are counted
IN THIS SUB-CHAPTER
The safety case
288
Measures that matter
289
A safety case comes before the first flight or run.
Five parts, written for the site and the machine.
| Part | What it covers |
|---|---|
| Rules check | FAA, airspace, waiver or exemption status, FCC and Covered List status (Chapters 2 and 7) |
| Hazards | What can go wrong near people, assets and other aircraft, and how each is controlled |
| People | Pilot and technician certificates, training, and who holds stop-work authority |
| Machines | Maker, model, firmware, parts and data handling. Proof level of each (Chapter 6) |
| Response | Lost-link, battery and weather limits, incident reporting and owner notice |
A safety case is a working document. It is reviewed after every incident and every change of machine.
Five measures show whether a pilot worked.
Agree the baseline before the pilot starts.
| Measure | What it shows | Compared with |
|---|---|---|
| Completed jobs | Flights, runs or inspections finished as planned | Jobs scheduled |
| Findings or alerts | Issues found, and how many were real | The current method |
| Time to action | From alert to a person acting on it | The current response time |
| Uptime | Share of time machines were ready to work | The maker's stated figure |
| Safety events | Incidents and near misses | Zero, with each one reviewed |
If the baseline is not agreed first, the result cannot be judged.
Outlook and ten things to remember
What to watch, and what to take away
IN THIS SUB-CHAPTER
Outlook
291
Ten things to remember
292
Go deeper
293
Five themes will shape the next 12 to 36 months.
Each comes from a chapter of this primer. These are watch points, not forecasts.
Routine BVLOS
DRONESFinal Part 108 has sat at White House review since 10 Jul 2026 and is not yet published.
Supply and trade
RULESFCC, tariff and procurement rules decide which machines U.S. buyers can get (Chapter 7).
Air taxis
VTOLCertification comes first and paid service second. U.S. passenger service waits on certification.
Edge AI
IOTFewer than 1% of connections run AI at the edge today (IoT Analytics). Room to grow.
Delivery
PEOPLEProducts arrive faster than finished work. Pilots, technicians and analysts decide the result.
Watch these five themes before signing long machine contracts.
Ten things to remember.
The short version of this primer.
Machines are ready before owners are
Products arrive faster than finished work. Integration and people decide the result.
Proof level matters
Separate shipped, certified, announced and vendor-claimed. Every page does.
Drones are the broadest category
Inspection, delivery, farming and public safety work today.
Beyond sight is next
Routine BVLOS waits on a final Part 108. Waivers gate flights now.
Air taxis are close, not here
Certification precedes paid passenger service.
IoT is everywhere
21.1B connected devices at the end of 2025 (IoT Analytics).
Automation is a mature, large market
Estimates for 2025 run from about $205B to $275B.
China sets the pace on scale and cost
U.S. rules now limit what U.S. buyers can get (Chapter 7).
People are the bottleneck
Pilots, technicians and analysts are the scarce resource (Chapter 8).
Start with one pilot
Prove one job on one site, then scale.
Where to read next.
Companion primers on atomgigs.com, and the appendix.
| If you want | Go to |
|---|---|
| Robots, humanoids and robot arms | Primer 01 Robotics · atomgigs.com/robots |
| The people who run the machines | Primer 03 Talent · atomgigs.com/talent |
| Financing, insurance and standards | Primer 05 Enablers · atomgigs.com/enablers |
| Drones and IoT at data centers | Primer 07 Data Centers · atomgigs.com/data-center |
| Automation in plants and warehouses | Primer 08 Manufacturing and Logistics · atomgigs.com/manufacturing |
| Drones on sites, utilities and at sea | Primer 09 Construction and Infrastructure · atomgigs.com/construction |
| Drones for police, fire and security | Primer 10 Public Safety and Defense · atomgigs.com/public-safety |
| Farm, delivery and service uses | Primer 11 Commercial Services · atomgigs.com/commercial |
| Sensors, AI models and the tech stack | Primer 13 Physical AI Technology · atomgigs.com/technology |
| Definitions, numbers and photos | Appendix B: glossary, quick reference and visual guide |
Start a pilot: [email protected] or +1-310-694-4750. Atomgigs answers questions about a maker, a rule or a pilot within five days.
About us and notes
The primers, Atomgigs, Mavengigs, Monty Pandey, notes.
The primers, one address each
Every primer is readable on atomgigs.com or in presentation mode.
| # | Primer | Address | What it promises |
|---|---|---|---|
| 00 | Value Proposition | atomgigs.com | Why Atomgigs, and how it works. |
| 01 | Robotics | atomgigs.com/robots | Every robot type, for every application. |
| 02 | OEMs, Drones and VTOL | atomgigs.com/oems | Everything that helps people work in the physical world, other than robots. |
| 03 | Talent | atomgigs.com/talent | The experts who work alongside physical AI. |
| 04 | Investors | atomgigs.com/investors | Where physical AI capital is going, and how to find and track deals. |
| 05 | Enablers | atomgigs.com/enablers | The organizations that pay for, insure, run and approve machines at work. |
| 06 | Channel Partners | atomgigs.com/channel-partners | Winning and delivering projects with physical AI. |
| 07 | Data Centers | atomgigs.com/data-center | How data centers are built, run and paid for, and who buys them. |
| 08 | Manufacturing and Logistics | atomgigs.com/manufacturing | How goods are made, stored and moved. |
| 09 | Construction and Infrastructure | atomgigs.com/construction | How we build and run the physical world. |
| 10 | Public Safety and Defense | atomgigs.com/public-safety | Extending public safety and defense teams with machines. No weapons. |
| 11 | Commercial Services | atomgigs.com/commercial | Where robots, drones and automation work in service businesses. |
| 12 | Physical AI Labs | atomgigs.com/labs | Physical AI data for training robots, only with customer approval. |
| 13 | Physical AI Technology | atomgigs.com/technology | The stack behind robots, from silicon to fleet. |
Atomgigs: Physical AI Delivered as Jobs Done
Machines and people as one hybrid workforce, to scale up what you build and run. Primers hold the details.
What Atomgigs is
- Robots, drones, VTOL, IoT and automation, with people, as one hybrid workforce.
- Humans in the lead, physical AI in the loop.
- Not a machine builder: it sources from makers, then staffs, integrates, deploys and operates.
The sources
- Robots: every robot type, profiled in depth.
- Everything other than robots: drones, VTOL, IoT and automation, from many makers.
- The humans: role families across the trades, engineering and safety, every person a contractor.
Who we work with
- Investors: consulting before and after the deal.
- Enablers: financiers, insurers, platforms and regulators behind every deal.
- Channel partners: engineering, design, MEP and construction firms.
Buyer groups
- Data centers
- Manufacturing and logistics
- Construction and infrastructure
- Public safety and defense (no weapons)
- Commercial services
- Physical AI labs
How it works
- Consulting engagement, then a short pilot, then production.
- One scope, one site, one metric in the pilot.
- A small senior pod runs every site, with a named human manager for every robot.
How we are paid
- Pilot, managed crew, outcome-based or advisory.
- No capital outlay for machines and no long-term headcount.
- Pay for capacity and outcomes; scale up as results are proven.
Atomgigs is a Mavengigs venture. Atomgigs is a division of Panvisage Inc.
Mavengigs: the Scale Up Guys
Consulting, Capital and Ventures.
Mavengigs Consulting
- Strategic M&A, transformation and optimization
- Focused on the part of M&A that begins after everyone shakes hands
- Built for PE-backed and Fortune 500 teams
Mavengigs Capital
- An independent sponsor platform
- Family office strategy and management
Mavengigs Ventures
- Funding and mentorship for founders we back
- Panmedical: digital health in India, run as CEO
- Atomgigs, Mavens Life and Mavens Health
Mavengigs is a division of Panvisage Inc.
Monty Pandey: Founder and CEO
Founder, CEO and driving force behind Atomgigs

Career and experience
- 30+ years of management consulting: managed major M&A deals totaling $20 billion; scaled 50+ companies for $100 million of impact
- Deep expertise in M&A consulting, including integrations and divestitures
- 2018 to present: Mavengigs: Consulting, Capital and Ventures
- 2004 to present: Founded Panvisage, CEO for 22 years
- 2024 to present: Panmedical CEO (digital health)
- 1998 to 2004: Oracle, led 14 enterprise programs
- 1994 to 1996: Rolled out nationwide cell networks
- 1992 to 1994: Car and truck design (CAD, CAM, CIM)
- 1991: B.E. Electrical and Electronics Engineering
- 1989 to 1991: Designed robots, AGVs and manufacturing transfer lines
- Data centers: built one from scratch in 2000; data center migration in 2008; Equinix in 2020
- E&C companies: WSP, Jacobs, Worley, Halliburton, Fluor, Brown & Root
- Managed the buildout of a manufacturing plant and a distribution center
Monty Pandey
- Founder and CEO, Atomgigs
- Founder and CEO, Mavengigs
- Co-founder and CEO, Panmedical
| Selected transactions | Value | Role |
|---|---|---|
| GE Appliances / Haier | $5.6B | Readied for sale |
| Jacobs / CH2M / Worley | $3.3B | Integration, Divestiture |
| ITW Signode / Carlyle | $3.2B | Carve-out, then sale |
| AMLI / Morgan Stanley | $2.1B | Take-private |
| Fortune Brands / ACCO / GBC | $2B | Divestiture, Integration |
| Equinix / Packet | $335M | Integration |
Notes on use
Three things to keep in mind when reading this deck.
Not investment advice
Atomgigs provides consulting. We are not an investment advisor, so you make your own decisions on investments.
Products belong to their owners
Company, product and robot names, logos and photos are used as examples and belong to their owners. This deck is for information only and is not a contract or an offer.
About the numbers
Numbers come from publicly available sources and are the latest available at publication. Costs, prices and returns are typical ballpark values, not quotes; they will be updated for your specific engagement.
Reference.
Glossary, part 1.
Terms used in this primer.
| Term | Meaning |
|---|---|
| BVLOS | Beyond visual line of sight. The pilot cannot see the aircraft directly. Needs FAA approval today. |
| Part 107 | FAA rule for commercial small drone flight. Pilots need a certificate. |
| Part 108 | FAA rule for routine BVLOS flight. Final rule at White House review since Jul 2026. |
| Remote ID | A broadcast of a drone's identity and position. Enforceable since 16 Mar 2024. |
| Blue UAS | U.S. Department of Defense list of cleared drones and components, managed by DCMA. |
| Covered List | FCC list of equipment that cannot get new authorizations. Foreign-made drones added 22 Dec 2025. |
| VTOL, eVTOL | Vertical take-off and landing. The e stands for electric. |
| TC, PC, AC, OC | Type, production, airworthiness and operating certificates, as used by China's regulator. |
| UAS | Unmanned aircraft system: the aircraft, its control station and its links. |
| USV, AUV | Unmanned surface vehicle; autonomous underwater vehicle. |
| IoT | Internet of things: sensors and devices that send data over a network. |
| LoRaWAN | Low-power wide-area network for many small sensors. |
Definitions are Atomgigs summaries. Rules and lists are dated on their own pages.
Glossary, part 2.
Terms used in this primer.
| Term | Meaning |
|---|---|
| MQTT | Light messaging protocol for devices. |
| OPC UA | International standard (IEC 62541) for industrial data exchange. |
| PLC | Programmable logic controller. Runs machines on a factory floor. |
| SCADA | Supervisory control and data acquisition. Software that watches and controls sites. |
| Digital twin | A live software model of a real asset or site. |
| Edge AI | AI running on the device or gateway rather than in the cloud. |
| 1260H list | U.S. Department of Defense list of Chinese military companies. |
| Section 232 | U.S. trade law used for the 2026 drone tariffs. |
| Section 301 | U.S. trade law behind duties on Chinese goods. |
| OEM | Original equipment manufacturer: the maker of the machine. |
| Proof level | Atomgigs label: commercial, early commercial, pilot or concept. |
| Vendor claim | A figure stated by a company, with no third-party check. |
Definitions are Atomgigs summaries. Rules and lists are dated on their own pages.
Quick reference: numbers worth knowing.
Each figure is dated on its own page in the chapter shown.
| Figure | Value | Chapter |
|---|---|---|
| FAA commercial drone registrations | 453,635 (Nov 2025) | 1 |
| Certificated remote pilots | Nearly 500,000 (493,396, end-2025) | 1, 8 |
| Civil drone market, 2026 | $44.4B (Drone Industry Insights) | 1 |
| Connected IoT devices, end of 2025 | 21.1B; 39B forecast for 2030 (IoT Analytics) | 4 |
| Industrial automation, 2025 | About $205B to $275B depending on scope | 5 |
| FCC Covered List addition of foreign-made drones | 22 Dec 2025 | 2, 7 |
| Section 232 drone duties effective | 3 Sep 2026 (100% and 25% tiers) | 7 |
| DJI share of U.S. drones seen by Remote ID | 96% (FAA-funded study, Mar 2026) | 7 |
| Skilled manufacturing jobs that could go unfilled | 1.9M by 2033 (2024 study) | 8 |
Each figure is dated in the chapter shown.
Organizations and standards.
Who sets rules, lists and standards.
| Body | Role |
|---|---|
| FAA | U.S. civil aviation regulator: Part 107, Part 108 proposal, type certification |
| FCC | Equipment authorization and the Covered List |
| DCMA (Department of War) | Manages the Blue UAS Cleared List |
| BIS (Commerce) | Export rules and trade actions, including Section 232 work |
| CAAC | China's civil aviation regulator |
| EASA | European aviation safety regulator, including VTOL special conditions |
| OPC Foundation | Maintains OPC UA |
| LoRa Alliance | Maintains LoRaWAN |
| Connectivity Standards Alliance | Maintains Matter |
| ISA | Standards and certifications for automation and control |
Roles are Atomgigs summaries.
Sources.
Main sources by chapter.
| Chapter | Main sources |
|---|---|
| 1 Foundations | FAA, Drone Industry Insights, IoT Analytics, FCC, White House OIRA |
| 2 Drones | FAA, FCC, Pillsbury, Wiley, Commercial UAV News, DroneXL, DroneLife, trade press |
| 3 VTOL | FAA, Joby, Archer and other company releases, EASA, HeliHub, Urban Air Mobility News |
| 4 IoT | IoT Analytics, Berg Insight, LoRa Alliance, OPC Foundation, CSA, Dell'Oro |
| 5 Automation | Siemens, ABB, Schneider, Rockwell and other company reports; IFR; analyst estimates |
| 6 OEMs | Company releases and trade press, dated on each card |
| 7 China | CAAC via gov.cn, Xinhua, Rhodium, FCC, Troutman, DLA Piper, Wiley, Laserfair, company reports |
| 8 People | FAA, BLS, USI, Manufacturing Institute, ISA, DroneXL, DroneLife |
| 9 Atomgigs | Atomgigs Value Proposition, Nov 2026 |
Products and photographs belong to their owners. Photos are credited where they appear.
Skydio X10.
U.S.-made enterprise drone for inspection and public safety. Blue UAS cleared.

Skydio X10
U.S.-made enterprise drone for inspection and public safety. Blue UAS cleared.
- Read more
- Chapter 2 and 6.2
Photo: ZLEA, CC BY-SA 4.0, via Wikimedia Commons (Skydio SR47PCV X10 Gen 1 (10-7-2025).jpg). Product and photograph belong to their owners.
DJI Matrice 300 RTK.
A widely used enterprise inspection and mapping drone from a Chinese maker.

DJI Matrice 300 RTK
A widely used enterprise inspection and mapping drone from a Chinese maker.
- Read more
- Chapters 2 and 7
Photo: Gaelle1106, CC BY-SA 4.0, via Wikimedia Commons (DJI Matrice 300 RTK.jpg). Product and photograph belong to their owners.
Freefly Alta X.
Heavy-lift U.S. drone used for cinema, mapping and industrial payloads.

Freefly Alta X
Heavy-lift U.S. drone used for cinema, mapping and industrial payloads.
- Read more
- Chapter 6.2
Photo: Momomomo.dicentra, CC BY-SA 4.0, via Wikimedia Commons (FreeflySystemsALTA X(reisui.co.jp).jpg). Product and photograph belong to their owners.
Parrot ANAFI USA.
Folding enterprise drone from a French maker, used for inspection and public safety.

Parrot ANAFI USA
Folding enterprise drone from a French maker, used for inspection and public safety.
- Read more
- Chapter 6.2
Photo: Boevaya mashina, CC BY-SA 3.0 de, via Wikimedia Commons (Parrot Anafi USA drone Parow 2024.JPG). Product and photograph belong to their owners.
Flyability Elios 2.
Caged drone built for confined spaces such as tanks, boilers and mines.

Flyability Elios 2
Caged drone built for confined spaces such as tanks, boilers and mines.
- Read more
- Chapter 6.2
Photo: ZLEA, CC BY-SA 4.0, via Wikimedia Commons (Flyability Elios 2 (10-7-2025).jpg). Product and photograph belong to their owners.
WingtraOne.
Vertical take-off fixed-wing drone for survey and mapping.
WingtraOne
Vertical take-off fixed-wing drone for survey and mapping.
- Read more
- Chapter 2 and 6.2

Photo: Adyasha Dash, CC BY-SA 4.0, via Wikimedia Commons (WingtraOne in use.jpg). Product and photograph belong to their owners.
Zipline drone launch.
Delivery drone launching from a base. Zipline runs one of the largest U.S. delivery fleets.

Zipline drone launch
Delivery drone launching from a base. Zipline runs one of the largest U.S. delivery fleets.
- Read more
- Chapters 2 and 6.2
Photo: Roksenhorn, CC BY-SA 4.0, via Wikimedia Commons (Zipline Drone Launch.jpg). Product and photograph belong to their owners.
Joby S4.
Piloted five-seat eVTOL air taxi in FAA type certification.

Joby S4
Piloted five-seat eVTOL air taxi in FAA type certification.
- Read more
- Chapters 3 and 6.3
Photo: Harlan Huntington, Public domain, via Wikimedia Commons (Joby Aviation S4 experimental eVTOL aircraft at Edwards AFB.jpg). Product and photograph belong to their owners.
BETA ALIA 250.
Electric aircraft from a U.S. maker, shown from above in a hangar.

BETA ALIA 250
Electric aircraft from a U.S. maker, shown from above in a hangar.
- Read more
- Chapters 3 and 6.3
Photo: BETA Technologies, CC BY-SA 3.0, via Wikimedia Commons (BETA Technologies ALIA 250.jpg). Product and photograph belong to their owners.
Wisk Generation 5.
Self-flying air taxi design. Archer's purchase of Wisk was announced in Aug 2026.

Wisk Generation 5
Self-flying air taxi design. Archer's purchase of Wisk was announced in Aug 2026.
- Read more
- Chapters 3 and 6.1
Photo: ZLEA, CC BY-SA 4.0, via Wikimedia Commons (Wisk Generation 5 Cora (10-20-2022).jpg). Product and photograph belong to their owners.
Volocopter VoloCity.
Multi-rotor air taxi. The company was acquired in Mar 2025.
Volocopter VoloCity
Multi-rotor air taxi. The company was acquired in Mar 2025.
- Read more
- Chapters 3 and 6.1

Photo: Alexander Migl, CC BY-SA 4.0, via Wikimedia Commons (Mercedes-Benz Volocity at IAA 2019 IMG 0510.jpg). Product and photograph belong to their owners.
EHang 216.
Pilotless passenger eVTOL certified in China. Shown in police livery.

EHang 216
Pilotless passenger eVTOL certified in China. Shown in police livery.
- Read more
- Chapters 3 and 7
Photo: CarlosVdeHabsburgo, CC BY-SA 4.0, via Wikimedia Commons (Ehang 216.jpg). Product and photograph belong to their owners.
Saildrone Explorer.
Wind- and solar-powered ocean data vessel, shown near the Golden Gate Bridge.

Saildrone Explorer
Wind- and solar-powered ocean data vessel, shown near the Golden Gate Bridge.
- Read more
- Chapters 2.9 and 6.4
Photo: Jennvirskus, CC BY-SA 4.0, via Wikimedia Commons (Saildrone Explorer SD 1075 w Golden Gate Bridge.jpg). Product and photograph belong to their owners.
NOAA surface vehicle.
Small unmanned surface vehicle used by NOAA in a 2025 debris search on the Potomac River.
NOAA surface vehicle
Small unmanned surface vehicle used by NOAA in a 2025 debris search on the Potomac River.
- Read more
- Chapter 2.9

Photo: John Gray/NOAA, Public domain, via Wikimedia Commons (NOAA unmanned surface vehicle debris search Potomac River 2025.png). Product and photograph belong to their owners.
Hesai lidar sensors.
Lidar units on a trade show display. Hesai shipped 1.62M units in 2025.

Hesai lidar sensors
Lidar units on a trade show display. Hesai shipped 1.62M units in 2025.
- Read more
- Chapters 4 and 7
Photo: Matti Blume, CC BY-SA 4.0, via Wikimedia Commons (Hesai, IAA Summit 2025, Munich (20250908-P1050032).jpg). Product and photograph belong to their owners.
LoRaWAN gateway.
A do-it-yourself LoRaWAN gateway. LoRaWAN links many low-power sensors.

LoRaWAN gateway
A do-it-yourself LoRaWAN gateway. LoRaWAN links many low-power sensors.
- Read more
- Chapter 4.1
Photo: Fabian Horst, CC BY-SA 4.0, via Wikimedia Commons (2018-08-15 - DIY LoRaWAN Gateway (2).jpg). Product and photograph belong to their owners.
Cellular IoT modules.
Cellular modules from Quectel on display. Modules connect devices to mobile networks.

Cellular IoT modules
Cellular modules from Quectel on display. Modules connect devices to mobile networks.
- Read more
- Chapters 4.3 and 7
Photo: contri, CC BY-SA 4.0, via Wikimedia Commons (Quectel 5G Module... (49098947308).jpg). Product and photograph belong to their owners.
Siemens SIMATIC S7-1500.
A programmable logic controller (PLC), the core of many automation systems.

Siemens SIMATIC S7-1500
A programmable logic controller (PLC), the core of many automation systems.
- Read more
- Chapter 5
Photo: Palatinatian, CC BY 3.0, via Wikimedia Commons (S71500.JPG). Product and photograph belong to their owners.
Have a project to scale up and operate with hands and machines?
Tell us about the site, the scope and the schedule. We will come back with a pilot proposal.
Contact
Monty Pandey, Founder and CEO
Phone
+1-310-694-4750
Location
Los Angeles, California
We will meet to discuss your requirements and send a proposal within five days. We can begin shortly thereafter.
Have a project that needs hands and machines?
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