Who Are the Top Companies in the Smart Harvest Industry?

John Deere’s USD 10 Million Reservoir Commitment, Dogtooth’s £14 Million Raise and AGCO’s PTx Trimble Platform Show How Smart Harvest Competition Is Taking Shape

On August 26, 2026, Reservoir, a California-based technical community focused on agricultural innovation, announced a USD 10 million, three-year research and development partnership with John Deere to accelerate rugged artificial intelligence for high-value crops, revealed at its inaugural Ruggedize conference. The commitment followed Deere & Co.’s report of third-quarter 2026 net income of USD 1.379 billion, and came seven weeks after Cambridge-based Dogtooth Technologies announced, on July 8, 2026, growth funding of more than £14 million to scale its soft-fruit harvesting robots. The two announcements frame the question this article answers: which companies are positioned to lead the smart harvest industry as capital, equipment makers and robotics specialists converge on the same harvest labor problem.

According to Next Move Strategy Consulting’s Smart Harvest Market report, the global smart harvest market was valued at USD 17.41 billion in 2024 and is projected to reach USD 33.31 billion by 2030, growing at a CAGR of 11.4% from 2025 to 2030. NextMSC primary research and analysis identifies rising government initiatives, technology integration and increasing crop production as the growth drivers, with high initial equipment, installation and maintenance costs as the principal restraint. The report covers 28 countries and profiles 15 companies, with market share data available for 10 of them.

For More Information: Download FREE Sample on Smart Harvest Market Report

The Companies NextMSC Profiles: Three Global Platforms and Twelve Specialists

NextMSC’s competitive analysis of the smart harvest industry profiles 15 companies: Agrobot, Dogtooth Technologies Limited, FFRobotics, Harvest CROO Robotics LLC, Advanced Farms Technologies Inc, MetoMotion, Octinion, Mycionics Inc, Tortuga Agriculture Technologies Inc, Organifarms GmbH, Agrist Inc., John Deere, CNH Industrial America LLC, Trimble Inc. and SoftGripping GmbH. NextMSC primary research and analysis groups them into two business models: three established machinery and precision-technology groups that sell harvest automation inside broad equipment and software portfolios, and twelve specialists whose products are purpose-built harvesting robots, sensing systems and grippers. NextMSC’s profile notes that these companies pursue product launches, greater automation in agriculture and AI and IoT-based solutions to defend their positions.

NextMSC does not publish company-level share figures on the public report page; they sit in the full report. For that reason this article does not rank the profiled companies. It reports instead what each one has done, with a named source and a date, and then assesses what those moves mean for the market.

Incumbent Platforms: John Deere, CNH and PTx Trimble Build Harvest Automation Into Equipment

John Deere supplied the clearest financial reading of the incumbent position. According to The Robot Report’s August 28, 2026 coverage of Deere’s third-quarter results, Deere & Co. posted net income of USD 1.379 billion, or USD 5.10 per share, even as net sales in its Production and Precision Agriculture division fell 6% and profit in that division fell 9% on lower shipment volumes. Small Agriculture and Turf net sales rose 12% and profit rose 28%. Deere also raised its full-year net income guidance to a range of USD 4.75 billion to USD 5 billion, and The Robot Report reported that Deere expects to benefit from wider adoption of autonomous capabilities, automated spraying systems and connected fleet software.

The product record supports that investment. In its February 24, 2026 news release on model year 2027 combines, John Deere said Harvest Settings Automation would add lentils, peas, rye, triticale, oats and sunflowers to the crops producers can select, and that Predictive Ground Speed Automation would gain Green Crop Detection, a feature that identifies green crop within an otherwise mature stand. The release states that, until model year 2027, the two systems operated independently of one another.

The Reservoir partnership extends that effort beyond Deere’s own machines. Reservoir said the agreement will subsidize startup participation in its on-farm technical community and lower barriers for founders, and The Robot Report noted that Deere is a key investor in Reservoir and that the relationship began when Reservoir was founded in 2024.

“addressing the immediate labor and efficiency needs of the industry”

- Jason Brantley, Vice President of Production Systems, Small Ag and Turf, John Deere, The Robot Report, August 28, 2026.

CNH positions its combine automation on measured harvest productivity. In its November 11, 2025 Tech Day news release, CNH reported that in wheat operations its combine automation delivers €70 more per hectare in net revenue and 7.4% more tons per hour harvested, and described its Corn Header Automation, a 2025 Agritechnica Silver Innovation winner, as using AI and advanced sensing to reduce crop losses and fuel use. These are company-reported results rather than independent measurements, but they show the metric on which incumbents now compete: harvested tons per hour and net revenue per hectare.

Trimble’s position changed structurally on April 1, 2024, when AGCO and Trimble closed the PTx Trimble joint venture. According to AGCO’s news release, AGCO acquired an 85% stake and Trimble holds 15%, and the venture is consolidated into AGCO’s financial statements. AGCO’s Form 10-K for fiscal 2024 states that AGCO paid Trimble USD 1,954.0 million in cash for membership interests, and that Trimble contributed its agriculture business, excluding certain satellite navigation and guidance technologies. AGCO said it expects consolidated precision agriculture revenue to exceed USD 2.0 billion by 2028. Buyers assessing the Trimble technology that NextMSC profiles are therefore dealing with a platform majority-owned by AGCO.

Dated Developments Among Profiled Companies

Specialist Robotics: Dogtooth Shows How Commercial Deployment Is Being Financed

Dogtooth is the specialist whose 2026 record is best documented. BusinessCloud reported on July 8, 2026 that Dogtooth secured more than £14 million in growth capital, made up of equity from 24Haymarket, EMV Capital and ACF Investors, grants from Innovate UK and a venture leasing facility from Kineo Finance. IT Brief UK reported on July 9, 2026 that Dogtooth says its systems use computer vision, artificial intelligence and robotic manipulation, that it has already begun commercial deployment, including at Dyson Farming, and that the funding mix gives it several sources of capital as it expands in the UK and overseas.

AgNavigator reported on July 14, 2026 that Dogtooth presents the round as evidence of growing investor interest in embodied AI, and describes its robots as dexterous machines that autonomously identify and pick delicate crops such as strawberries. Chief Executive Officer Duncan Robertson framed the financing in those terms.

“a significant milestone for Dogtooth and for the broader adoption of embodied AI”

- Duncan Robertson, Chief Executive Officer, Dogtooth Technologies, AgNavigator, July 14, 2026.

NextMSC’s report also profiles Agrobot, FFRobotics, Harvest CROO Robotics, Advanced Farms Technologies, MetoMotion, Octinion, Mycionics, Tortuga Agriculture Technologies, Organifarms, Agrist and SoftGripping; their competitive profiles are available in the full report.

The Demand Side: U.S. Harvest Labor Data Shows Why Buyers Are Looking at Automation

U.S. Department of Labor data for fiscal year 2025, which ran from October 2024 to September 2025, shows employers requested 415,496 H-2A temporary agricultural positions and the Department certified 398,258. Certifications peaked at 159,554 in the January to March quarter. The American Farm Bureau Federation reported on June 24, 2026 that certifications in the first half of fiscal year 2026 reached 254,688 positions, up 16.9% from the same period a year earlier, and that in fiscal year 2025 only 182 of nearly 415,000 advertised positions were filled by domestic applicants.

For harvest-technology vendors those figures describe the buyer’s problem in counts: a growing share of seasonal harvest work depends on a visa-based program, and domestic applicants filled 182 positions out of nearly 415,000. NextMSC’s report links smart harvest demand to the same pressure, noting that smart harvesting systems reduce reliance on labor and improve yield.

Regional Outlook: North America Leads, While Europe Builds Adoption Infrastructure

According to NextMSC’s report, North America holds the dominating share of the smart harvest market, supported by widespread agricultural technology, strong infrastructure and heavy automation investment. Asia-Pacific shows steady growth, driven by rising crop production that raises demand for automated harvesting. The report segments the market across North America, Europe, Asia-Pacific and the Rest of the World.

In Europe, adoption support is now moving from research to deployment. GOV.UK announced on October 9, 2026 that eight new Robotics Adoption Hubs would begin rolling out across the United Kingdom, including a hub named HARVEST in Lincoln covering arable farming, fruit, vegetables and food manufacturing, plus a £1.7 million national convening body to coordinate the hubs. GOV.UK stated that robotics and autonomous systems could add £150 billion to the UK economy by 2035 if adoption is maximized, against £6.4 billion at current adoption levels, and that automated fruit picking machines would shorten the time a harvest takes.

Growth Drivers and Restraints

Smart Harvest Market: Drivers, Restraint and Opportunity

NMSC Strategic Perspective: Where Competitive Advantage Is Forming

NextMSC primary research and analysis indicates that share among the profiled companies will turn on three conditions rather than on harvesting hardware alone: access to field-validated data, the cost of putting a machine into a grower’s hands, and the size of the installed equipment base that carries each technology to market.

The first condition is visible in Reservoir’s structure. By subsidizing startup participation, Reservoir lets robotics developers test machines on working farms before they have commercial deployments, and Deere, a key investor in Reservoir, has committed USD 10 million over three years to the partnership. NextMSC’s assessment is that validation on working farms is the stage that most limits how quickly delicate-crop harvesters reach commercial scale, so a program that cheapens that stage shortens the path for every specialist that joins it.

The second condition is financing. NextMSC identifies high setup, installation and maintenance costs as the principal restraint on adoption, particularly for small and medium-scale farms. Dogtooth’s July 8, 2026 round addresses that restraint on the supply side: according to BusinessCloud, it pairs equity with Innovate UK grants and a Kineo Finance venture leasing facility, which spreads the cost of building robot fleets across several kinds of capital. NextMSC’s assessment is that financing structure of this kind will matter as much as picking speed in deciding which specialists reach scale.

The third condition favors incumbents. Deere’s Production and Precision Agriculture net sales fell 6% in the quarter reported in August 2026, yet the company still committed USD 10 million to Reservoir after announcing model year 2027 combine automation updates in February 2026. CNH presents harvest results in tons per hour and net revenue per hectare. Each of these companies sells harvest automation through machines growers already own, a distribution channel that robotics specialists must build separately.

NextMSC will track three signals among the profiled companies: whether specialists secure leasing-based financing comparable to Dogtooth’s, whether incumbent combine automation extends into the fruit and vegetable segment that the report covers, and how quickly Reservoir’s plan to connect founders with growers across California, Arizona and other agricultural regions produces additional validated technologies.

Bottom Line

The leading companies in the smart harvest industry are separating along a clear line. John Deere, CNH and AGCO’s PTx Trimble platform are embedding harvest automation in equipment and software that farmers already buy, and each has a dated, documented step between 2024 and 2026. Specialists such as Dogtooth Technologies are showing that robotic picking can be financed and deployed commercially, with a July 8, 2026 round of more than £14 million that combines equity, grants and leasing. Demand is visible in U.S. labor data: employers requested 415,496 H-2A positions in fiscal year 2025 and the Department of Labor certified 398,258. NextMSC projects the global smart harvest market to rise from USD 17.41 billion in 2024 to USD 33.31 billion by 2030 at an 11.4% CAGR. NextMSC primary research and analysis indicates that high upfront cost remains the main restraint, so the companies that solve financing and field validation fastest are best placed to convert that growth into share.

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