Research through November 4, 2026 (Pacific). This week’s thread: what a machine has to prove before it earns a place on the farm. This morning at Kearney, seven companies show orchard and vineyard tools to growers, and UC ANR’s Hannah Johnson says early survey answers suggest growers will generally invest if a tool pays back in about two and a half years.1,2 A retrofit kit with California roots now makes tractors growers already own driverless for $20,000 to $30,000,3 and Cal/OSHA has scheduled a December 1 meeting to restart talks on when such machines can work near crews.5 A UC Davis study of 16 orchards adds the human side: technology worked best where experienced workers helped shape it.7
This week in numbers
- 40: Kingman Ag retrofit kits in use on growers’ tractors, most of them in California3
- 2.5: Years: the payback growers will generally invest at, per early UC ANR survey answers2
- 86%: Average cut in spray inputs versus broadcast in Ecorobotix’s 2026 tests (company figure)11
Readiness tags, from furthest out to closest: Research, In trials, Coming 2027, Available now. “Not yet in U.S.” means sold abroad but not here; “Mixed” covers rules and reports that span several stages.
Robot of the week
Earth Rover CLAWS
A battery-and-solar robot that kills weeds with a pulse of concentrated light instead of chemicals. Its British maker has sold its first 10.
| What it does | Cameras and AI tell weeds from crop, then a short pulse of focused light heats each weed’s growing point. The same cameras log plant counts and crop health.8 |
|---|---|
| Capacity | Up to 16 hours without a battery change, with solar support; track width adjusts from 4.9 to 6.6 feet. Field capacity hasn’t been independently verified.8 |
| What it costs | About £150,000 (roughly US$195,000). The company claims a payback of one to three years, depending on current weeding costs; independent figures aren’t published.8 |
| Where it works | Vegetable and salad farms; it first targets farms of around 247 acres. Ten pilot-production machines sold and 15 more being built. No U.S. plans announced.8 |
In California: Specialty-Crop Technology
1. Orchards and vines: UC ANR’s agtech field day is this morning at Kearney
Available now Field demo · UC ANR Innovate, Nov 5, 2026
UC ANR Innovate and Farmhand Ventures host “Agtech for Permanent Crops” today, 9 a.m. to noon, at the Kearney Agricultural Research and Extension Center in Parlier. Seven companies will demonstrate tools for autonomous fieldwork, precision spraying, irrigation management and outdoor cooling for farmworkers; the registration page lists Bonsai Robotics, Cordon Technologies, Kingman Ag, Pulsating Irrigation Products (the Pulsator), ThermoShade and Verdi. UC ANR Connect is built for technology already on the market or close to it, and each cohort starts from problems named by growers and UC Cooperative Extension advisors.1
Hannah Johnson of UC ANR told AgNet West that the program also reviews companies’ financial stability before bringing their equipment to growers. She said early responses to a UC ANR grower survey suggest growers will generally invest in new technology if they can recover the cost in about two and a half years, and she predicted California could allow broader use of autonomous equipment within two years. That is her forecast, not a set regulatory timeline (story 03).2
What it costs: Free to attend. The Eventbrite registration page showed “few tickets left” on Wednesday.1
Next step: If you can get to Parlier, bring one job you want to automate and ask every company the same four questions: what it costs per acre or per year, who services it in your county, what happens when it faults mid-row, and which California growers run it now. If you can’t go, take UC ANR’s grower survey so your payback number is counted. Deliverable: a one-page comparison of the companies on cost, service and references.
Sources: UC ANR Connect · Registration · AgNet West
2. Orchards: a $20,000 to $30,000 kit makes the tractor you own driverless
Available now New this week · Future Farming, Oct 28, 2026
Kingman Ag’s Minion Mini retrofit kit grew out of farm practice in California, and the company says 40 systems are now in use on several tractor brands, most of them in California. The kit steers with fisheye-lens cameras rather than GPS, which stays on board only to log data, so it can work under a fully closed canopy; the company stopped fitting LiDAR because the sensors struggle with dust. Top speed is 7 mph. Kingman Ag says it’s the only retrofit kit that works with front-mounted implements, and most implements need no changes.3
The target jobs are dusty, repetitive ones, such as berm blowing in orchards and mummy mashing in pistachios. At FIRA USA it ran on a Kubota M5N-092, and the company lists Deutz-Fahr, Fendt, John Deere and New Holland tractors as compatible.3 Its website says its own team watches every tractor around the clock from a central hub and can take control remotely, and that a switch returns the tractor to normal driving.4
What it costs: $20,000 to $30,000 per system, by the company’s figures.3 Its website says 24-hour monitoring is included.4
Next step: Kingman Ag is demonstrating at Kearney today (story 01). Ask for uptime and acres per day from a California orchard running the kit now, who watches the machine and how fast they can stop it, and how service works during harvest. Remember that California’s rule still doesn’t provide for driverless equipment working where employees are present (story 03). Deliverable: a list of the three dustiest, most repetitive tractor jobs in your blocks, with hours per acre.
Sources: Future Farming · Kingman Ag
3. Driverless equipment: Cal/OSHA’s autonomy committee is set to meet Dec. 1
Mixed Recent update · Cal-OSHA Reporter, Oct 16, 2026
Cal/OSHA Standards Board chair Joseph Alioto Jr. has formally asked staff to restart the dormant advisory committee studying whether and how to revise the state’s rules on autonomous agricultural vehicles, the Cal-OSHA Reporter says. Staff scheduled a meeting for December 1, with the time and place still to be set. The committee last met in August 2025.5
Its assignment, given in November 2024, is to study changes to section 3441(b) of the General Industry Safety Orders that would allow autonomous ag equipment to be used when workers are present.6 The regulation dates to the 1970s, and agricultural employers have been urging the board to revise it.5 UC ANR’s Hannah Johnson predicts broader approval within two years;2 the December meeting is the next concrete step.
What it costs: Not a product. This is a rulemaking step; the meeting time and place had not been announced.5
Next step: Growers, farm managers and dealers who want a say: watch for the December 1 notice and be ready to describe how you would keep crews safe around a driverless machine (separation, stop controls, supervision). Until the rule changes, plan any driverless pilot for blocks and hours with no crew present. Deliverable: a one-page safety plan for one autonomous task on your ranch.
Sources: Cal-OSHA Reporter · Advisory committee list
4. Tree fruit: what 16 orchards learned about automation
Research Recent update · Enterprise Ag, Oct 30, 2026
A UC Davis team led by M. Anne Visser followed 16 tree fruit operations in California and Washington, from 200 to more than 5,000 acres, between 2023 and 2025. The researchers spent 25 weeks alongside crews and interviewed 165 owners, managers, crew leads and workers. Their finding, published in the journal New Technology, Work and Employment and summarized in Enterprise Ag: technology worked when experienced people were positioned to interpret, correct and adapt it, and struggled when it was brought in to work around them.7
On one apple orchard, an 18-year picker and a fruit-maturity sensor agreed on 76% of 200 apples, and the manager sided with the picker in all but three disagreements. On another ranch, a manager adjusted an automated forecast of 420 bins to 385 and landed within 2% of the harvest. One farm abandoned platforms chosen without the crew’s input; another let a committee that included workers pilot three models before buying, and productivity rose. A robotic harvester one operation tested ran at less than one-third the speed of a human crew with double the cull rate.7
What it costs: Not a product. The study flags a cost buyers miss: the skilled work of keeping these systems running is often still paid as unskilled labor. One farm that moved to platforms paid the workers who ran them roughly 15% to 25% more.7
Next step: Before buying a platform, sensor or forecasting system, pilot it with the crew leads who will run it, and budget for the people who will check and correct it. Deliverable: a pre-purchase checklist with worker trial days, an operator pay step and a post-season review with the vendor.
Source: Enterprise Ag: What 16 West Coast Orchards Taught Us About Automation
Beyond California: Spray Drones
5. Spray drones: a U.S.-built drone opens reservations as supply tightens
Coming 2027 New this week · AgFunderNews, Nov 2, 2026
Exedy Drones, a Michigan company owned by Japanese drivetrain maker EXEDY, is taking $1,000 reservations for the first 500 Ayre CX spray drones, with $750 refundable until a buyer converts to a purchase deposit. The drone carries a 13-gallon (50-liter) tank, in line with other mid-size spray drones, and first deliveries are targeted for spring 2027 through authorized dealers. It’s assembled in southeast Michigan with U.S.-coded software and data on U.S. servers, though some parts still come from overseas.9
The backdrop is supply. The FCC’s December 2025 ban covers new models of foreign-made drones and critical components, though already-approved models can still be imported. The American Spray Drone Coalition counts 8,950 spray drones sold in 2024 and 3,711 in 2025, a drop its president blames on supply rather than demand. Exedy concedes a U.S.-built drone will cost more up front and is selling faster in-season parts and less downtime instead.9,10
What it costs: Price not published. Reservations are $1,000, with $750 refundable;9 the company’s site says the first 150 reservations get an upgraded charger at no extra cost.10
Next step: If you or your applicator fly spray drones, ask now what parts and replacement-aircraft lead times look like for the 2027 bloom and fungicide windows. If you reserve, get the delivery milestones and refund terms in writing, and confirm the operator holds the federal and state approvals for drone application before it flies. Deliverable: a 2027 drone plan listing aircraft, spare parts on hand and a backup applicator.
Sources: AgFunderNews · Exedy Drones: Ayre CX
Emerging tech: Worth Watching
6. Weed control: an AI spot sprayer adds a yellow nutsedge model
In trials New this week · Ecorobotix, Oct 30, 2026
Swiss company Ecorobotix announced the 2027 model lineup for its ARA precision sprayer: 10 new commercial crop models, including garlic, leek and potato, available in March 2027, plus 55 models open for free testing, among them peppers, zucchini and yellow nutsedge. The company says the nutsedge model is the first precision spraying system that can find the weed and hit it with a non-selective herbicide without damaging the crop. Its library now tops 120 models.11
The results are the company’s own: the newly commercial models averaged an 86% cut in spray inputs compared with broadcast spraying, tested on more than 11,000 hectares (about 27,000 acres) in over 20 countries this year, and more than 1,000 ARAs are in use worldwide. Area treated with its carrot model rose more than 80% as growers looked for alternatives to metribuzin.11 Future Farming notes Ecorobotix hasn’t published results crop by crop.12 The company has taken U.S. orders since the 2024 season;13 it didn’t say when the nutsedge model will reach U.S. users.
What it costs: Sprayer price not published. Test models, including nutsedge, are free to ARA users.11
Next step: If yellow nutsedge is costing you in vegetable or row-crop blocks, ask an Ecorobotix dealer whether a 2027 test block is possible, and have your PCA check which non-selective herbicide labels allow directed application in your crop. Deliverable: a map of your worst nutsedge blocks, with crop and current control cost per acre.
Sources: Ecorobotix · Future Farming
AgTech business: Money and Moves
| Carbon Robotics Restructuring · Oct 28 | About 49 roles cut, per industry reports cited by Future Farming; the company hasn’t confirmed the number. It employs about 275 people, and its CEO calls an IPO the long-term plan.14 |
| Earth Rover Sales · Nov 4 | First 10 CLAWS light-weeding robots sold and 15 more being built; it plans to seek more investment in 2027.8 |
| Exedy Drones Reservations · Nov 2 | $1,000 reservations open for the first 500 Ayre CX spray drones; deliveries targeted for spring 2027.9 |
| Venture funding Q3 2026 · Oct 30 | About $2.03 billion across 205 agrifood and agtech deals; farm robotics, automation and labor planning drew 18 deals totaling about $59.1 million.15 |
Next step: Layoffs and funding rounds are signals, not verdicts on a machine. Before you put down a deposit or sign a service contract, ask what happens to your money, your service and your data if a delivery date slips or the company changes course.
Sources: Future Farming: Carbon Robotics · Q3 venture round-up
On the calendar
Field Days, Deadlines and Shows
| Today, Nov 5 9 a.m.–noon · Parlier | UC ANR field day: Agtech for Permanent Crops, Kearney Research and Extension Center. Free; demos from Bonsai Robotics, Cordon, Kingman Ag, the Pulsator, ThermoShade and Verdi.1 |
| Nov 20 Deadline | California AgTech Alliance Innovation Grants: applications due for trial vouchers of up to $50,00016 |
| Dec 1 Time and place to be set | Cal/OSHA Standards Board advisory committee on autonomous ag equipment5 |
| Dec 8–10 Almond Board of California | The Almond Conference 2026; official program due in November17 |
| Feb 9–11 Tulare | World Ag Expo 202718 |
Hosting a field day or robotics demo? Email info@jcsmarketinginc.com with the details and we’ll list it.
From the field
“Labor is the one input cost we can push back against. With fuel, fertilizer and chemistry, we’re bystanders in those purchasing decisions. This is a tool that lets us do something about the one line we can influence.”
Daniel Alameda, third-generation grower at TopFlavor Farms in the Salinas Valley, on the SharpShooter weeding robot, in Enterprise Ag19
From Enterprise Ag magazine
By Keith Loria, Contributing Writer · October 30, 2026
How California growers are judging 2027 technology purchases: tie each tool to a line item, count the acres a machine can reliably cover rather than its ideal capacity, and price subscriptions, service and downtime. At TopFlavor Farms, one SharpShooter brought hand-labor costs 29% below the old baseline.
Read the article · Visit Enterprise Ag
What are you testing?
What technology are you trying this season, and is it paying off? Email info@jcsmarketinginc.com and tell us.
Editorial note: “Next step” passages and readiness tags are the editorial judgments of MyAgLife and Enterprise Ag; the findings before them are attributed to the numbered sources. Performance figures are company claims unless noted. Product mentions are not endorsements. Current product labels, Cal/OSHA requirements and your own field results govern management. This report does not award CE credit.
Sources
- UC ANR Innovate, “UC ANR Connect,” and field day registration page (Eventbrite), accessed November 4, 2026.
- AgNet West, “Hannah Johnson Discusses Agricultural Automation and the Fight to Keep California Family Farms Alive,” October 30, 2026.
- René Koerhuis, Future Farming, “Kingman Ag autonomous tractors (also) for GNSS-denied environments,” October 28, 2026.
- Kingman Ag, “Your tractor stays the tractor,” company website, accessed November 4, 2026.
- Cal-OSHA Reporter, “Autonomous Ag Talks to Restart,” October 16, 2026 (subscriber article; summary and related items on its Autonomous topic page).
- Cal-OSHA Reporter, “Cal/OSHA Advisory Committees,” Autonomous Ag Tractors entry, accessed November 4, 2026.
- M. Anne Visser, Ph.D., UC Davis, Enterprise Ag, “What 16 West Coast Orchards Taught Us About Automation,” October 30, 2026, summarizing her team’s paper in New Technology, Work and Employment.
- Geert Hekkert, Future Farming, “Earth Rover sells first 10 light-weeding robots,” November 4, 2026.
- Elaine Watson, AgFunderNews, “Exedy Drones enters race to build American-made spray drones amid supply crunch,” November 2, 2026.
- Exedy Drones, “Ayre CX agricultural spray drones,” company website, accessed November 4, 2026.
- Ecorobotix, “Ecorobotix launches 10 new crop models,” October 2026.
- Geert Hekkert, Future Farming, “Ecorobotix adds potato model and targets yellow nutsedge with AI spot spraying,” October 30, 2026.
- Ecorobotix, “Ecorobotix’s ARA Smart Sprayer Enters the US Market,” August 16, 2023.
- René Groeneveld, Future Farming, “Carbon Robotics cuts nearly 50 jobs despite strong LaserWeeder sales,” October 28, 2026.
- Kyle Welborn, Global AgTech Initiative, “Q3 2026 AgTech Venture Capital Investment and Exit Round Up,” October 30, 2026.
- California AgTech Alliance, “Newsroom” (Innovation Grants release, October 20, 2026), accessed November 4, 2026.
- Almond Board of California, “The Almond Conference: Agenda,” accessed November 4, 2026.
- World Ag Expo, “World Ag Expo,” accessed November 4, 2026.
- Keith Loria, Enterprise Ag, “From Pilot to Payback,” October 30, 2026.
- Photos: Kingman Ag (top, 03); Earth Rover (Robot of the Week); Exedy Drones (05); Ecorobotix (06).