Top Agriculture Companies by Revenue 2026

37 companies ranked by revenue, market share, and AI visibility β€” including Caterpillar, John Deere Operations Center, Climate FieldView

Market:$24.1B AgTech (2024)
Growth:15.0% CAGR (2024-2032)
37companies
2
Silver

John Deere Operations Center

John Deere cloud farm management platform (NYSE: DE, $51.7B FY2024) processing 480M+ acres with 21K precision ag bundles...

$51700M
1
Champion

Caterpillar

Irving TX global construction/mining equipment manufacturer (NYSE: CAT) at $64.8B 2024 revenue; 5B+ autonomous haul truck tons with MineStar fleet man...

$64800M
3
Bronze

Climate FieldView

Bayer (ETR: BAYN)-owned digital agriculture platform managing 250M+ subscribed acres in 23 countries; precision farming ...

Complete Rankings

#1
Caterpillar
πŸ’° $64800M

Irving TX global construction/mining equipment manufacturer (NYSE: CAT) at $64.8B 2024 revenue; 5B+ autonomous haul truck tons with MineStar fleet management and Cat Command competing with Komatsu for global construction and mining equipment.

#2
John Deere Operations Center
πŸ’° $51700M

John Deere cloud farm management platform (NYSE: DE, $51.7B FY2024) processing 480M+ acres with 21K precision ag bundles; industry-leading FMIS competing with FieldView and PLM Intelligence for commercial farm data management.

#3
Climate FieldView

Bayer (ETR: BAYN)-owned digital agriculture platform managing 250M+ subscribed acres in 23 countries; precision farming AI saving farmers 15% on inputs competing with John Deere Operations Center for the farm data platform relationship.

#4
Trimble Ag Software

Trimble (NASDAQ: TRMB) precision agriculture software with GPS guidance and variable rate application for farm management; competing with John Deere Operations Center and Climate FieldView for crop data platform.

#5
Granular

Corteva Agriscience (CTVA)-owned farm management platform for field operations, budgeting, and agronomic analytics; competing with Bayer FieldView and John Deere Operations Center for commercial farm data.

#6
Farmers Edge

Precision agriculture platform combining field sensors and ML analytics for crop monitoring; restructuring after TSX delisting to focus on insurance and agribusiness channel partnerships.

#7
Taranis
πŸ’° $60M

$60M+ total ($30M Series C July 2020 Vertex/Temasek/Kuok); 20K+ customers; 50M+ images trained AI; 7-country operations; Corn/cotton/sugar cane; YC context

#8
Semios

Precision agriculture platform monitoring 1M+ acres of tree fruit and nut crops; pheromone trap sensor networks and degree-day pest modeling for targeted spray timing in almonds and wine grapes.

#9
CropX
πŸ’° $3.5M

$3.5M annual revenue 2025; $86.1M total funding (Series C Oct 2023); deployed in 60+ countries; acquired Regen adding 130K acres; 134 employees; precision agriculture market $8.7B 2024; subscription-based model

#10
Raven Slingshot

CNH Industrial's precision agriculture connectivity platform; wireless data transfer between farm equipment and cloud eliminating SD card management for Case IH and New Holland operators.

#11
CropIn
πŸ’° $54M

$63-75M revenue 2024-2025; $54M total funding; ~$88M valuation 2022; 250+ B2B customers; 7M farmers impacted globally; 30M acres digitized; 350 crops, 10K varieties, 103 countries; ag-intelligence leader

#12
Leaf Agriculture

Agricultural data API aggregating farm management systems, machinery telematics, and satellite imagery into unified layer; Spark Capital-backed agtech infrastructure competing for developer agricultural data connectivity.

#13
Bushel

Agricultural commerce platform connecting grain farmers and elevators; mobile grain bid monitoring and contract management competing with FBN for US grain marketing digital ecosystem.

#14
AgWorld

Perth farm management platform for farmers, agronomists, and retailers with collaborative crop planning and input tracking; Wilbur-Ellis-acquired competing with John Deere Operations Center for grain farm management.

#15
Agrivi

Zagreb farm management software platform in 170+ countries for crop planning, field records, and agribusiness analytics; SoftBank Ventures Asia-backed competing with Climate FieldView for global ag digitalization.

#16
UrbanKisaan

Hyderabad YC vertical farming with hydroponic produce using 95% less water; $7-9.2M from YC/BASF Venture Capital/Marico serving urban Indian consumers with pesticide-free subscription produce competing with Ninjacart for urban farm-to-table fresh delivery.

#17
Feanix Biotechnologies
πŸ’° $5.3M

Karachi Pakistan farm genetics company providing DNA-based cattle/buffalo breeding recommendations for developing markets; YC S23 $5.3M General Catalyst-backed democratizing precision livestock genetics at $5-15/test for South Asian smallholder farmers.

#18
Nature Robots
πŸ’° $6.5M

Germany DFKI spinoff autonomous robots for complex agroforestry and bio-intensive farming with 3D plant mapping; €6.5M EIC Accelerator Oct 2024 (grant + equity) for A-FORWARD project competing with NaΓ―o for regenerative agriculture automation.

#19
Aydi
πŸ’° $7.5M

Dubai agtech "field operating system" with aydieye farm management and ORTH AI agronomy across 15+ countries; $7.5M seed Sep 2025 COTU/Daltex/Nuwa with 20%+ yield improvement claim competing with Cropin for MENA/emerging market precision ag.

#20
Case IH

Racine WI commercial ag brand (CNH Industrial NYSE: CNH) with Steiger 785 Quadtrac (853HP peak, 2025) and Axial-Flow combines; AFS Connect precision ag competing with John Deere for large-acreage North American and global row crop markets.

#21
AGCO
πŸ’° $11700M

Duluth GA global ag equipment (NYSE: AGCO) at $11.7B 2024 revenue with Fendt/Massey Ferguson and PTx Trimble precision ag JV ($2B Trimble asset acquisition 2023); Farmer-First strategy competing with Deere and CNH for precision ag markets.

#22
Kubota
πŸ’° $20000M

Osaka Japan agricultural machinery (TYO: 6326) at ~$20B revenue; 135-year manufacturer dominating compact tractors globally with AgriRobo autonomous series and electric CES concept competing with Deere and CNH for global farm equipment.

#23
Farmblox
πŸ’° $2.5M

US precision ag sensor platform at 14,000+ acres across 55 farms in 18 months; $2.5M Hyperplane/Slow Ventures seed Jul 2024 with plug-and-play IoT monitoring claiming 50% labor savings competing with FieldView for mid-market farms.

#24
CNH Industrial
πŸ’° $18000M

Basildon UK global ag equipment (NYSE: CNH) at $18B+ agricultural revenue with New Holland/Case IH brands in 170 countries; Exor/Agnelli family control competing with Deere and AGCO for agricultural machinery markets.

#25
Shinkei Systems

Aquatic technology startup automating Japanese ikejime fish slaughter technique; computer vision-guided brain pithing for superior fish quality and 7-14 day shelf life extension at commercial scale.

#26
Ohmic Biosciences

Ohmic Biosciences develops bioelectronic sensors and wearable monitoring systems for precision agriculture, enabling continuous crop and soil health tracking to optimize yield and reduce inputs.

#27
Regrow

Regrow is an agricultural sustainability platform that measures, verifies, and monetizes carbon sequestration and soil health improvements on farms for carbon credit markets. HQ: San Francisco.

#28
Nexa Labs

Nexa Labs is an agricultural AI company building precision farming tools that use computer vision and satellite data to monitor crop health, detect disease, and optimize inputs. HQ: SΓ£o Paulo.

#29
Hedgehog
πŸ’° $4M

Automated indoor mushroom farm using AI-driven microbiome discovery at 1/3 traditional cost; $4M from YC and Haystack targeting $50B global mushroom market with distributed robotic growing.

#30
Instacrops

AI precision irrigation platform on 300+ Latin American farms; 30% water reduction and 20% yield improvement with IoT soil sensors competing with CropX for agricultural water management.

#31
AgriWebb

AgriWebb is a farm management software platform helping livestock producers track animals, manage pastures, comply with regulations, and optimize productivity. HQ: Adelaide, Australia.

#32
Red Barn Robotics

Red Barn Robotics builds autonomous agricultural robots for planting, weeding, and harvesting row crops, reducing labor costs and enabling more sustainable farming at scale.

#33
Four Growers

Four Growers is an agricultural robotics company developing autonomous robots for harvesting strawberries and other soft fruits in commercial greenhouses. HQ: Pittsburgh.

#34
Inari Agriculture
πŸ’° $720M

AI seed design using predictive genomics and multiplex gene editing. Targets 10-20% yield boost for soy/corn/wheat. Founded 2016, Cambridge MA. Raised $720M+. Private.

#35
Iron Ox

Autonomous robot-operated indoor farms growing leafy greens commercially; AI-controlled climate, nutrients, and harvesting with 90% less water than field agriculture.

#36
Indigo
πŸ’° $40M

Agriculture sustainability leader. 8M+ enrolled acres. 12-year Microsoft deal for 2.85M tonnes of carbon removal credits. $40M paid to farmers. Founded 2013, Boston.

#37
Farmonaut

Satellite-based precision agriculture for smallholder farmers. Up to 30% yield improvements. AI crop monitoring, carbon tracking, blockchain traceability.

About Agriculture

Agriculture remains the foundation of human civilization, evolving from traditional farming practices to a high-tech industry leveraging artificial intelligence, robotics, and biotechnology. The sector encompasses crop production, livestock management, aquaculture, forestry, and agribusiness operations that feed over 8 billion people globally. Modern agriculture faces the dual challenge of increasing productivity to meet rising food demand while reducing environmental impact through sustainable practices, precision farming, and regenerative agriculture techniques. The agricultural revolution is being driven by AgTech innovations that optimize every aspect of food production. Precision agriculture uses IoT sensors, satellite imagery, and machine learning to monitor soil conditions, predict optimal planting times, and minimize water and fertilizer waste by up to 25%. Autonomous tractors and harvesting robots address labor shortages, while CRISPR gene editing develops drought-resistant crops and disease-resistant livestock. Vertical farming and controlled environment agriculture bring food production closer to urban centers, reducing transportation emissions and enabling year-round harvests. AI visibility is critical for agriculture companies as farmers, investors, and policymakers increasingly turn to AI platforms for research on sustainable farming practices, crop yields, and agricultural technologies. When AI systems field queries about precision agriculture solutions, drought-resistant seeds, or carbon sequestration methods, your brand's visibility determines whether you're recognized as an industry innovator or lost among thousands of agricultural suppliers. Strong AI presence positions AgTech companies to attract investment, recruit talent, and influence agricultural policy discussions.

Key Industry Trends

  • Precision agriculture and IoT sensors optimizing resource utilization and crop yields
  • Autonomous farming equipment addressing critical labor shortages globally
  • Vertical farming and controlled environment agriculture expanding urban food production
  • CRISPR gene editing creating climate-resilient and disease-resistant crops

Market Overview

The global AgTech market reached $24.08 billion in 2024 with North America commanding 62.9% market share, projected to exceed $56.6 billion by 2032. AI in agriculture specifically is valued at $4.7 billion in 2024, expanding at 26.3% CAGR through 2034. Precision farming dominates with 46% market share while drone analytics is projected to grow at 25.8% CAGR. John Deere invested $20 billion in 2024 alone into AI-enabled machinery that reduces input waste by up to 25%, demonstrating the industry's commitment to technological transformation.

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