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agriculture

Farms may automate before factories. The money hasn't noticed.

Carbon Robotics LaserWeeder G2 at work
AgricultureEditorialAgricultural robots · autonomy · drones

About 400,000 DJI spray drones were in use worldwide by the end of 2024, yet farm robotics drew $788M of the $83.8B in robotics rounds we track, 0.9%.

Key takeaways
  • The sky automated first. About 400,000 DJI agricultural drones were in use by end-2024, up 90% from 2020, by DJI's count[16]. China alone reports more than 300,000 farm drones[17].
  • Labour is the forcing function. US certified H-2A guest-worker positions rose from 48,000 in FY2005 to 384,900 in FY2024[4].
  • Capital lags. Agriculture is 26 of the 411 rounds in our database and $788M of $83.8B, about a fifteenth of what humanoids raised ($11.9B)[20].

Factories get the humanoid demos. Farms are getting the robots that actually work for a living. A spray drone that flies a field on its own, a tractor that tills overnight with no one in the cab, a laser rig that kills weeds plant by plant: these are not pilots, they are products with price lists, dealers and payback maths. The thesis of this feature is simple and, we think, under-reported: agriculture may reach routine autonomy before the factory floor does, because farms have a worse labour problem, simpler motion and a clearer bill to pay. The counter-argument is just as real, and it is written in the 2025–26 failures of Monarch Tractor and Naïo. We cover both.

400k
DJI ag drones in use, end-2024
DJI [16]
300k+
Farm drones in China, end-2025
MARA via Nongjx [17]
384.9k
US H-2A positions certified, FY2024
USDA ERS [4]
2.4M
US farm jobs to fill each year (claim)
AFBF, cited by Deere [1]
$100M+
Carbon Robotics revenue, FY to Mar 2026
Company, via AgFunderNews [6]
16
Cameras on Deere's 2nd-gen autonomy kit
John Deere [1]
45
Agri robotics companies in our database
behindrobotics.com [20]
$788M
Agri rounds in our capital database
behindrobotics.com [20]
John Deere autonomous tractor pulling tillage equipment
A John Deere tractor fitted for autonomous tillage. The second-generation kit retrofits 2020.5+ 8R and 2022+ 9R tractors.Still: John Deere, 'Precision, Power & Possibility' (YouTube, 3 Mar 2025) · source
01 · Labour

The farm labour gap is structural, not seasonal

US farms increasingly import their harvest crews. The Department of Labor certified 384,900 H-2A temporary agricultural positions in FY2024, against 48,000 in FY2005[4]. USDA puts the average non-supervisory farmworker wage at $18.13 an hour in 2024[5]. John Deere cites an American Farm Bureau Federation estimate that about 2.4 million farm jobs need filling every year, and says more than half of machine-operator jobs posted by California specialty-crop farms go unfilled[1]. Treat both of those as industry claims; they are not government statistics.

The average US farmer is about 58 years old[21]. Unlike a factory, a farm cannot move its shift: tillage, spraying and harvest each have a window measured in days, and a missed window costs yield. That is why the sales pitch for farm autonomy is not "fewer people" but "more hours": Deere's own launch material says autonomy lets a tractor keep working overnight while the farmer does something else[2].

Chart · labour

US H-2A positions certified, FY2005 vs FY2024

Positions certified by the US Department of Labor. Certified positions are not the same as workers or visas issued.
FY200548,000
FY2024384,900
Source: USDA ERS chart gallery [4]. ERS estimates about 80% of certified jobs led to visas.
02 · Autonomy

Autonomy is arriving as a retrofit kit, not a new robot

The machines that are scaling look like tractors because they are tractors. Deere showed its second-generation autonomy kit at CES 2025: 16 cameras in pods for a 360-degree view, better long-range depth estimation, and for now tillage only[1]. It released the kit in February 2025 as a precision upgrade for model-year 2022+ 9R/9RX and 2020.5+ 8R/8RX tractors[2]; Farm Progress reported a limited 2025 release with full release in 2026, built on the Bear Flag Robotics platform Deere bought in 2021[21]. Deere's stated goal is a fully autonomous corn-and-soybean production cycle by 2030[3].

The same logic drives the challengers. Agtonomy sells autonomy software that OEMs build into their own machines, and Kubota announced an investment in it in April 2026[15]. Carbon Robotics added an autonomy kit for existing tractors alongside its LaserWeeder[6].

John Deere · 'Precision, Power & Possibility | John Deere Autonomous Tractors', official channel, 3 Mar 2025 · open on YouTube
The counter-exampleMonarch Tractor tried to build a whole new electric, driver-optional tractor. It says it shipped about 500 machines and raised more than $240M by press accounts, but lost its contract manufacturer Foxconn in 2025, warned staff of possible shutdown in November 2025, and in April 2026 sold its vehicle platform, perception stack and electrification systems to Caterpillar[8][9][10]. Dealers have alleged in lawsuits that the tractors could not operate autonomously; Monarch denied the claims[8]. Its CEO's verdict: "we should have pivoted faster"[9].
Agtonomy · 'From Arrival to Automation | Deployment-Ready Agtonomy-Enabled Equipment', official channel, 25 Jun 2026 · open on YouTube
03 · Weeding

Weeding is the first job robots are winning on price

Weeding is narrow, repetitive and expensive, which makes it the best early fit for machine vision. Carbon Robotics says it passed $100M in revenue in the fiscal year to March 2026 and is preparing for an IPO[6]. It claims LaserWeeder paybacks of under three years, the fastest under one; those are company figures[6]. It has raised $177M to date and employs about 260 people[7]. Our database lists the LaserWeeder G2 at about $1.4M[20].

Carbon Robotics LaserWeeder G2 behind a tractor
The LaserWeeder G2 is towed behind a conventional tractor and uses cameras and lasers to target individual weeds.Still: Carbon Robotics, 'Introducing LaserWeeder G2 Product Line' (YouTube, 11 Feb 2025) · source
Carbon Robotics · 'Introducing LaserWeeder G2 Product Line', official channel, 11 Feb 2025 · open on YouTube

The weeding pioneers show how thin the margins are. Naïo, one of Europe's oldest weeding-robot makers, went into receivership in June 2025; a Toulouse court approved a takeover by a new company in October 2025, and the old entity was liquidated[11]. The new Naïo kept 21 staff, has a €6.4M financing plan and targets 100 robots a year by 2028[12]. FarmWise, maker of the Vulcan weeding implement, was bought by its customer Taylor Farms in April 2025[13].

04 · Drones and China

The sky automated first, and China is setting the pace

Spray drones are the largest fleet of autonomous farm machines in service. DJI estimates around 400,000 of its agricultural drones were in use worldwide at the end of 2024, flown by about 400,000 trained operators across more than 100 countries[16]. China's agriculture ministry reports more than 300,000 farm drones by the end of 2025, working more than 460 million mu a year (roughly 31 million hectares, our conversion), and a 76.7% mechanisation rate for ploughing, planting and harvesting[17].

DJI Agras T100 drone spraying a field
DJI's Agras T100 flagship spray drone, launched in 2025.Still: DJI Agriculture, 'Introducing DJI Agras T100' (YouTube, 15 Jul 2025) · source
DJI Agriculture · 'Introducing DJI Agras T100, a fully loaded flagship drone!', official channel, 15 Jul 2025 · open on YouTube

On the ground, China's Honghu T70 driverless electric tractor follows pre-planned routes with a stated accuracy of ±2.5 cm and up to six hours of work per charge, and is reported in use in Hebei province[18]. It was first shown in 2025; we found no independent field data. In the US, the policy wind blows the other way: since 22 December 2025, new foreign-made drone models can no longer receive FCC authorisation, although previously authorised models can still be sold and flown[19].

Tevel flying fruit-picking robots in an orchard
Tevel's tethered flying robots pick tree fruit from a ground vehicle. The company raised an $18M Series C in March 2026.Still: Tevel, HMC Farms story (YouTube, 28 Oct 2022) · source
Tevel · 'The Future of Harvesting: Fruit-Picking Flying Autonomous Robots by Tevel | HMC Farms Success Story', official channel, 28 Oct 2022 · open on YouTube
Table · comparison

The agrobots that matter, side by side

Prices are behindrobotics.com database entries; company-stated figures are labelled.
MachineMakerJobStatus (Oct 2026)PriceKey figure
Autonomous 9RX / autonomy kitJohn Deere 🇺🇸TillageKit on sale since Feb 2025Enterprise16 cameras; tillage only [1][2]
LaserWeeder G2Carbon Robotics 🇺🇸Laser weedingCommercial~$1.4M$100M+ revenue FY26 (company) [6]
MK-VMonarch Tractor 🇺🇸Electric tractorCompany shut; tech sold to Caterpillar~$90,000~500 machines shipped (company) [8][10]
OrioNaïo 🇫🇷Weeding tool carrierRestarted under new companyEnterpriseTarget 100 robots/yr by 2028 [12]
VulcanFarmWise / Taylor Farms 🇺🇸Weeding, thinningOwned by Taylor Farms— not publishedAcquired Apr 2025 [13]
Flying Autonomous RobotsTevel 🇮🇱Fruit pickingCommercial deployments— not published$18M Series C, Mar 2026 [14]
Agras T100DJI 🇨🇳Spraying droneCommercial— not published~400k DJI ag drones in use [16]
Honghu T70— 🇨🇳Electric driverless tractorReported in use, Hebei— not published±2.5 cm, 6 h per charge (stated) [18]
AgBot T2AgXeed 🇳🇱Autonomous tractorListed in database~€295,000Database [20]
FD20FarmDroid 🇩🇰Solar seeding/weedingListed in database~€75,000Database [20]
Burro GrandeBurro 🇺🇸Crop transportListed in database~$30,000Database [20]
Amigafarm-ng 🇺🇸Modular platformListed in database~$20,000+Database [20]
Sources as numbered. — not published = no price disclosed in sources read.
05 · Capital

Farm robotics gets about 1% of robotics venture money

Our capital database holds 411 robotics rounds worth $83.8B. Agriculture accounts for 26 of them and $788M, or 0.9%[20]. Humanoids raised $11.9B across 30 rounds. That gap is the real story: the robots with the clearest buyers sit in the least-funded corner of the industry, and two of its best-known names (Monarch, Naïo) ran out of runway in the past 18 months.

Chart · capital by vertical

Disclosed robotics rounds by vertical, $M

411 rounds, $83.8B total. Agriculture highlighted.
Defense$27,927M
Autonomous Driving$19,092M
Humanoid$11,917M
Industrial$9,732M
Foundation models$4,040M
Logistics$2,730M
Drones$1,139M
Agriculture$788M
Source: behindrobotics.com capital database, read 11 Oct 2026 [20]. Rounds without a disclosed amount are excluded.
Chart · agri rounds

Largest farm-robotics funding entries in our database, $M

Cumulative or latest disclosed rounds as stored in the database.
Monarch Tractor 🇺🇸$220M
Carbon Robotics 🇺🇸$157M
Verdant Robotics 🇺🇸$70M
Agtonomy 🇺🇸$50M
Burro 🇺🇸$50M
Tortuga AgTech 🇺🇸$48M
Naïo Technologies 🇫🇷$40M
Agrobot 🇪🇸$20M
Tevel 🇮🇱$18M
Dogtooth Technologies 🇬🇧$18M
Source: behindrobotics.com capital database [20]. Hatched = company since restructured (Monarch tech sold to Caterpillar Apr 2026; Naïo taken over Oct 2025) [10][11]. Several entries are cumulative totals ("+").
Chart · companies by country

Agricultural robotics companies in our database, by country

45 companies tagged agriculture.
United States17
United Kingdom4
Denmark3
France2
Spain2
Australia2
Source: behindrobotics.com company database [20].
06 · What to track

Five signals that will settle the thesis

  1. Whether Deere moves autonomy beyond tillage before its 2030 target, and how many kits it reports in the field [3].
  2. Carbon Robotics' IPO filing, which would give the first audited numbers for a pure ag-robot company [6].
  3. Which DJI models, if any, get a US exemption from the FCC Covered List, and how fast US-built spray drones fill the gap [19].
  4. Independent field data for the Honghu T70 and other Chinese autonomous tractors [18].
  5. Whether agriculture's share of robotics funding moves off roughly 1% in our database [20].
Bottom lineFarms have the clearest case for robots: a shrinking labour pool, fixed seasonal windows and jobs simple enough for today's autonomy. The machines that win are retrofits and narrow specialists, not reinvented tractors. Whether farms automate before factories depends less on the technology than on whether investors start funding the boring robots that already work.

Sources

  1. John Deere / PR Newswire, 'John Deere Reveals New Autonomous Machines & Technology at CES 2025', 6 Jan 2025. www.prnewswire.com
  2. John Deere, 'Next generation perception system' release, 27 Feb 2025. www.deere.com
  3. CNBC, 'How Deere is preparing for a fully autonomous farm by 2030', 1 Dec 2023. www.cnbc.com
  4. USDA ERS, H-2A positions certified, FY2005–24. www.ers.usda.gov
  5. USDA ERS, Farm Labor topic page. ers.usda.gov
  6. AgFunderNews, 'Carbon Robotics: $100m+ revenue, a new bot and a path to IPO', 2026. agfundernews.com
  7. GeekWire, 'Carbon Robotics raises $20M…', Oct 2025. www.geekwire.com
  8. TechCrunch, 'Monarch Tractor preps for layoffs and warns employees it may shut down', 19 Nov 2025. techcrunch.com
  9. AgFunderNews, 'Monarch Tractor CEO: we should have pivoted harder and faster', Apr 2026. agfundernews.com
  10. Equipment World, 'Caterpillar absorbs tech stack from Monarch Tractor', Apr 2026. www.equipmentworld.com
  11. Tribunal de commerce de Toulouse ruling of 27 Oct 2025 on Naïo Technologies (via Legal Planet). legalplanet.pro
  12. Naïo, 'Naïo écrit une nouvelle page de son histoire', Nov 2025. www.naio-technologies.com
  13. Taylor Farms, 'Taylor Farms Announces Acquisition of FarmWise's Business', 4 Apr 2025. www.taylorfarms.com
  14. Fruitnet, 'Tevel raises $18m for autonomous fruit harvesting robots', Mar 2026. www.fruitnet.com
  15. Kubota, 'Kubota invests in the U.S. agritech startup Agtonomy', 22 Apr 2026. www.kubota.com
  16. DJI, Agricultural Drone Industry Insight Report 2025 announcement, 30 Apr 2025. www.dji.com
  17. Nongjx / China Ministry of Agriculture and Rural Affairs briefing, Jan 2026: 76.7% mechanisation, 300,000+ farm drones. www.nongjx.com
  18. AgroSpectrum Asia, 'China debuts Honghu T70', 4 Jun 2025. agrospectrumasia.com
  19. FCC, Covered List FAQs: UAS and UAS critical components (update of 22 Dec 2025). www.fcc.gov
  20. behindrobotics.com company and capital database, read 11 Oct 2026. www.behindrobotics.com
  21. Farm Progress, 'John Deere rolls out autonomous tractors', Jan 2025. www.farmprogress.com
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