By Real World Wire
This page covers farm robots and the measurement behind farm claims: soil-carbon credits, the sensors and models that estimate them, virtual fencing, and food companies' regenerative sourcing claims.
Measurement is the hard part. Verra approved VT0014, a tool that lets soil-carbon projects use digital soil mapping in place of some physical samples. [1] In a Colorado trial, steers rotated with Vence virtual fences showed no consistent drop in methane, and emissions per kilogram of gain rose in one pasture pair. [2]
Company figures move with their methods. ADM says its programs covered about 4.6 million acres in 2025, down from more than 5 million the year before, and it switched to a benchmark-based emissions figure. [3] Nestlé restated its regenerative sourcing share to 20.7% after changing how it counts ingredient volumes. [4]
Some companies say credits are now being issued. Loam Bio says a New South Wales grain farm was issued 4,867 Australian carbon credits, a company claim we haven't checked on the regulator's register. [5]
Each case below covers what was deployed, what it cost where disclosed, and what went wrong.
Sources
- Verra, “Verra Releases Innovative Digital Soil Mapping Tool,” Aug. 26, 2025. verra.org
- Raynor E.J. et al., “Incorporating virtual fencing to manage yearling steers on extensive rangelands: spatial behavior, growth performance, and enteric methane emissions,” Frontiers in Veterinary Science, Sept. 10, 2025. frontiersin.org
- ADM, “ADM's Fourth Annual Regenerative Agriculture Report Highlights Growing Resilience Across the Food System,” Sept. 15, 2026. investors.adm.com ; ADM, "ADM Exceeds 5M Regenerative Agriculture Acreage Goal," September 2025. adm.com
- Nestlé, “Regenerative agriculture” (web page, read Oct. 29, 2026). nestle.com
- Loam Bio, “The Nicholson Project's carbon credit issuance,” Apr. 30, 2026. loambio.com
© 2026 Real World Wire. Written October 29, 2026.
The company restated the figure after a methodology change in the first half of 2026. It now counts ingredient volumes in their original fresh state, against a 50% goal for 2030.
Case study · October 2026
The 2.6 million-credit, 12-year deal was signed in June 2025. Agoro hasn't said how many credits it has now delivered, or at what price.
Case study · September 2026 · Part 1 of 1: Agoro Carbon and Microsoft
ADM's fourth annual report counts about 4.6 million acres, down from more than 5 million reported for 2024, and switches to a benchmark-based emissions figure.
Case study · September 2026
PepsiCo's 2025 ESG Summary highlights its Positive Agriculture Outcomes Accelerator, including an irrigation pilot on about 1,400 acres of white maize in Mexico.
Case study · September 2026
Loam Bio says the Nicholson Carbon Project in Garema was issued Australian Carbon Credit Units across 881 hectares. We didn't confirm the issuance on the regulator's register.
Case study · April 2026
The Climate Action Reserve issued Indigo 1,178,081 credits in its fifth issuance. The registry says just two projects account for every credit issued under its soil protocol.
Case study · February 2026 · Part 2 of 2: Indigo and Microsoft soil carbon
Verra says that, once fully issued, it will be the first VM0042 issuance in North America. Credits cover 2019–2022 removals across about 4 million acres and 158 ranchers. Prices weren't disclosed.
Case study · February 2026
It's the companies' third deal in under two years, after a 40,000-credit purchase in 2024 and 60,000 credits in 2025. Neither company disclosed a price.
Case study · January 2026 · Part 1 of 2: Indigo and Microsoft soil carbon
Heifers learned the GPS-collar boundaries in five to seven days, and electric pulses became rare. Researchers say collar costs and rural cell coverage are still the obstacles.
Case study · November 2025
Arkansas growers planted more than 4.4 million voluntary acre-years of winter cover against about 400,000 cost-shared. A Stanford-led study of 100,000-plus fields puts the corn yield penalty at about 3%.
Case study · October 2025
The Danish company's AgreenaCarbon Project covers 1.6 million hectares in 10 countries. Its CEO declined to give a price and said it'll sell on the spot market for now.
Case study · September 2025
In a 110-day drought-year trial with 120 steers, virtual-fence rotations didn't reliably lower methane and raised emissions per kilogram gained in one pasture pair.
Case study · September 2025
Perennial led the tool's development with Verra. It applies to two Verra farm methodologies. Neither organization put a number on how much it cuts measurement costs.
Case study · August 2025
TRIC Robotics runs tractor-sized machines that shine UV-C light on strawberry plants and vacuum up bugs. Growers pay per treatment, not for the robot. The results so far are the company's own.
Case study · August 2025
The program in the UK, France and Belgium grew to 322,000 hectares, but the company says corporate decisions on voluntary carbon investment have slowed.
Case study · July 2025
The Michigan State-led study says combining models cuts uncertainty sharply, and that 38% of trial data it checked looked unrealistic. Its authors include people with stakes in CIBO and Indigo Ag.
Case study · July 2025
The New Zealand company's Series D was led by BOND in June 2025. Nine months later it said Founders Fund led a Series E at a $2 billion valuation. Revenue wasn't disclosed.
Case study · June 2025
It's Boomitra's first croplands project and first in Africa to be registered by Verra. Registration isn't issuance: no credits have been issued yet, and the removal figures are estimates.
Case study · May 2025
The first issuance from the URVARA project covers about 6,000 farmers on 25,000 acres, with plots as small as one acre. The credits' price and farmers' payments weren't disclosed.
Case study · April 2025
The probe couldn't predict soil bulk density (R² 0.28), and three of six authors work for the company that sells it. No cost per measurement was published.
Case study · January 2025
Deere says its second-generation autonomy kit will run spraying tractors through orchards with no one on board. It hasn't said what the kit costs or when farmers can order one.
Case study · January 2025 · Part 1 of 1: Deere Autonomy
Cargill says more than 40% of returning growers added acres. The release gives no payment rates or carbon totals.
Case study · November 2024