Ranking September 2025
Farm management & operations

The RankmyAI Farm Management & Operations Ranking presents the top 25 AI tools from our Overall ranking focusing on farm management & operations.

 

These AI tools are designed to aid professionals in optimizing various aspects of farm management, including crop monitoring, soil analysis, pest control, and resource allocation. By leveraging data analytics and machine learning algorithms, they provide actionable insights that can help improve yield efficiency, manage resources wisely, and adapt to changing environmental conditions. The primary applications of these tools include predictive modeling for crop growth, automated monitoring of farming machinery, and precision agriculture techniques, all aimed at enhancing operational productivity and sustainability in the agricultural sector.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of
149
1
xFarm Technologies xFarm Technologies is a precision agriculture platform that digitizes farm operations end to end. Through its xFarm App, xFarm CONNECT hardware, and xFarm Analytics, it centralizes field records, compliance (Digital Field Notebook/QDCA), irrigation and crop protection planning, machinery and staff management, and sustainability tracking. It connects to sensors and equipment, analyzes satellite and field data, and provides AI-driven recommendations to cut costs, reduce waste, boost yields, and document environmental impact, including regenerative agriculture and carbon metrics.
paid
Switzerland
2
Ceres Imaging Ceres AI provides AI-driven agronomic intelligence for enterprises, insurers, and lenders. Using aerial/remote imagery and plant-level data, it models yield, monitors farm practices, quantifies climate risk, and generates sustainability scorecards to guide investment and operational decisions.
paid
United States
3
Robovision.ai Robovision provides a complete vision AI platform supporting low-latency inference and dynamic adaptation for various industries, including agriculture and manufacturing. It facilitates operational independence and is designed for teams without AI expertise.
paid
Belgium
4
Source.ag Source.ag provides AI solutions for greenhouse growers, including a centralized data workspace, real-time harvest forecasting, cultivation planning and simulation, and automated irrigation control. The platform standardizes operations across facilities, enhances decision-making with AI-driven insights, and integrates with greenhouse automation providers like Priva to boost yield, efficiency, and profitability.
paid
Netherlands
5
EOSDA EOS Data Analytics (EOSDA) provides satellite-powered platforms for agriculture and forestry, including EOSDA Crop Monitoring and EOSDA LandViewer. The company aggregates multi-source imagery, delivers analytics like NDVI, crop classification, yield prediction, soil moisture, and deforestation monitoring, and offers APIs and white-label options to integrate satellite insights into enterprise workflows.
unknown
United States

Not Available

6
FarmWise FarmWise Labs provides AI-powered, computer-vision weeding equipment for agriculture. Its next-generation Vulcan intra-row weeder and precision cultivator uses proprietary plant image capture and machine learning to deliver precise weed removal across varying field conditions. The modular machine self-calibrates, receives over-the-air software updates, and allows in-cab precision adjustments to maximize uptime and productivity for growers.
unknown
United States

Not Available

7
Wolkus HQ Fasal, by Wolkus Technology Solutions, provides an agri-IoT platform with irrigation and fertigation automation, soil moisture monitoring, and mobile advisories. Farmers can control pumps and valves from a phone, receive disease and pest predictions, and optimize water and fertilizer use to increase yields and reduce inputs.
paid
India
-2
8
OneSoil OneSoil is a digital agriculture platform offering mobile and web tools to monitor crops, analyze vegetation indices like NDVI, and apply precision farming practices. Users can detect field boundaries, scout with photos and notes, view weather forecasts, and create variable-rate prescriptions to optimize seed and fertilizer use.
paid
Switzerland
-2
9
XAG XAG provides an integrated smart farming ecosystem that combines agricultural drones (P and V series), the APC Autopilot Console for tractors, and Smart Farm IoT solutions. Their platform enables precise spraying and spreading, autonomous field operations, and automated fertigation, all managed via mobile apps or remote consoles. XAG targets both smallholders and large producers to boost efficiency, safety, and sustainability in crop production.
unknown
China

Not Available

10
Plantix
unknown
Germany

Not Available

11
Priva Priva is a Dutch technology company delivering automation systems, sensors, and digital services that create controlled environments for horticulture, commercial buildings, and indoor growing. Its solutions manage climate, irrigation, energy, and operations, enabling sustainable, efficient, and comfortable facilities. Priva partners with certified integrators worldwide and offers platforms like Blue ID, NutriLine, VialuxLine, and Operator for end-to-end control.
unknown
Netherlands

Not Available

12
Topcon Positioning Systems Topcon Positioning Systems delivers an end-to-end ecosystem of precision positioning technologies for construction, surveying/geomatics, and agriculture. Its portfolio includes GNSS receivers, laser and optical instruments, machine control systems, weighing solutions, and reality capture scanners paired with cloud platforms such as Sitelink3D, Topnet Live, Pavelink, Collage, and Aptix. Customers use Topcon to capture and verify site conditions, guide machines, manage paving and hauling workflows, and optimize crop and feed operations—improving accuracy, throughput, and decision-making.
unknown
United States

Not Available

13
Climate FieldView Climate FieldView is a digital farming solution that connects to farm equipment via the FieldView Drive hardware to collect, visualize, and analyze field data in real time. Farmers can scout fields remotely, build seed and input prescriptions, integrate with a broad range of equipment, and securely share data with trusted partners to optimize yield and profitability.
paid
United States

Not Available

14
Abyss Solutions Provides pioneering autonomous inspection solutions utilizing advanced unmanned systems for various environments to reduce risks and optimize asset management. The platform applies cutting-edge AI technology for efficient and scalable asset protection and inspection.
unknown
United States
-7
15
CowManager CowManager is a lifetime monitoring system for dairy herds using ear sensors that measure temperature, eating, rumination, and activity to detect health issues early, optimize fertility timing, improve transition and nutrition management, and locate or auto-draft cows. The platform delivers actionable alerts, multi-user access for advisors, and integrations with sorting gates, helping farms boost productivity and herd well-being.
paid
Netherlands
-7
16
Halter Halter provides a livestock management platform combining solar-powered smart collars, farm towers, and a mobile/desktop app to virtually fence, move, and monitor herds. It delivers real-time pasture and animal insights, automates grazing shifts, supports calving recovery, and offers automatic heat detection for dairy, helping farms increase pasture utilization, production, and labor efficiency.
unknown
New Zealand

Not Available

17
Carbon Robotics Carbon Robotics builds AI-powered agricultural robots, including the LaserWeeder G and Carbon ATK, that use computer vision, deep learning, and high-precision lasers to identify and eliminate weeds without chemicals or soil disturbance. The systems increase farm efficiency, cut labor costs, and improve crop health, backed by global grower deployments and dedicated support.
unknown
United States

Not Available

18
Xarvio xarvio by BASF Digital Farming delivers smart farming solutions including Field Manager, Healthy Fields, and One Smart Spray. The platform uses agronomic modeling, AI, and computer vision to provide field-specific recommendations for seeding, nutrition, crop protection, and herbicide application. Farmers receive mobile and web tools, digital weed maps, and guaranteed disease protection strategies to increase profitability and sustainability.
unknown
Germany

Not Available

19
AGRIVI AGRIVI is a digital agriculture platform that helps farms and agrifood companies manage operations, engage farmers with AI-powered advisory, and ensure end-to-end food traceability. Through AGRIVI FMS, Food Traceability, AI Engage, and AGRIVI Connect, it unifies field data from IoT devices and ERPs, delivers real-time insights, and provides transparent product information from seed to shelves.
unknown
United Kingdom

Not Available

20
Cropin Cropin is an AI-first agriculture cloud platform that digitizes farms and field operations, unifies agridata, and delivers predictive intelligence for sourcing, sustainability, and resilience. Its product suite—Cropin Apps, Data Hub, and Intelligence (including GenAI-based Cropin Sage)—provides farm-to-fork traceability, yield and crop health insights, regional climate intelligence, and compliance support such as EUDR. The platform integrates satellites, IoT, drones, and weather data to help enterprises and governments improve productivity, manage risk, and ensure sustainable, traceable supply chains.
unknown
India

Not Available

21
Raven Raven, a CNH brand, delivers precision agriculture and autonomy solutions that connect and automate farm operations. Its portfolio spans visual guidance (VSN), GNSS receivers and corrections, implement steering, rate and boom controls, direct injection, cart automation, and driverless tillage. Through the Slingshot platform and AgSync logistics, Raven provides connected workflows, remote support, and fleet analytics to help growers boost yields, reduce labor dependence, and operate more sustainably.
unknown
United States

Not Available

22
Arable Arable provides a hardware-enabled platform for agricultural water stewardship. Using in-field sensors (Arable Mark), soil moisture probes, and agronomic models, the platform delivers real-time insights to optimize irrigation, quantify water savings, and manage weather-related risks. Enterprises and growers gain scalable tools, reporting, and APIs to drive watershed health and productivity.
unknown
United States

Not Available

23
Ever.Ag EverAg is an agritech company delivering AI- and data-driven platforms for dairy, agribusiness, and livestock. Its suite spans risk management, logistics, commodity management, market insights, and sustainability tools to improve operational efficiency, profitability, and visibility across agricultural supply chains.
unknown
United States

Not Available

24
CropX CropX is a complete digital agronomy platform combining precision hardware and farm management software. It unifies soil-to-sky data from sensors, weather, ET, satellites, and machines to generate actionable recommendations for irrigation, disease control, nutrition, and effluent management. The platform simplifies multi-farm operations, connects diverse IoT devices, and streamlines tracking and reporting to enhance yields, profitability, and sustainability.
unknown
United States

Not Available

25
Sentera FieldAgent Sentera provides precision agriculture solutions that turn high-resolution aerial and sensor data into actionable, plant-level insights. With multispectral sensors, cameras, and agronomic analytics, it enables farmers and ag retailers to make timely, informed decisions that improve yields, efficiency, and sustainability.
unknown
United States

Not Available

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Disclaimer

The RankmyAI Farm Management & Operations Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on farm management & operations, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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