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AI for agriculture and food production

AI products with direct evidence of use in agriculture and food production, mapped to the tasks they do and ranked where enough companies compete.

73 products39 companies29 tasks3 rankingsUpdated Oct 28, 2026

Rankings in agriculture and food production. 3 rankings compare products built for this industry.

Data, analytics and decisions

Forecast business outcomes

  1. 1Bountiful OSBountiful
  2. 2TraitLensNoMaze
  3. 3Farm Prediction SuiteMap My Crop
11 products reviewedUpdated Oct 28

Data, analytics and decisions

Analyze data

  1. 1AyaGrowAya Data
  2. 2Research and ScienceRegrow
  3. 3GeNee™ EnvisionSeed-X Technologies
9 products reviewedUpdated Oct 28

Products

Task

73 products

  • Bountiful OS by Bountiful

    An operating system for agriculture that brings together production, bearing acres, yield, quality, field locations, benchmarking, costs, pricing, emissions, and…

    #1 in Forecast business outcomesIntegrate data

  • Agrio

    AI-based crop protection app for plant disease and pest identification, preventative alerts, satellite imagery monitoring, scouting reports, team collaboration…

    #1 in Monitor environmental conditions

  • AyaGrow by Aya Data

    AI-powered crop and field management platform that converts aerial imagery and field data into detailed tree and block-level insights through a geospatial dashboard.

    #1 in Analyze data

  • Research and Science by Regrow

    Scientific foundation for remote sensing, biogeochemical modeling, and climate data that turns field-level data into evidence for corporate disclosures and carbon…

    #2 in Analyze dataGenerate reports

  • Crop Vision by Lima Labs

    AI field monitoring to spot stress early and target inputs precisely.

    #2 in Monitor environmental conditions

  • TraitLens by NoMaze

    An AI-powered predictive tool that models genome-by-environment interactions and polygenic traits to accelerate plant breeding.

    #2 in Forecast business outcomes

  • Productivity Zones by DigiFarm

    Customizable productivity zones for precision agriculture services (VRT of fungicides, fertilizers, seeds) and in-field analytics, based on 6-year EVI/NDVI data and…

    #3 in Monitor environmental conditionsMap physical spaces

  • Farm Prediction Suite by Map My Crop

    90% accurate yield forecasts up to 3 months ahead.

    #3 in Forecast business outcomes

  • GeNee™ Envision by Seed-X Technologies

    Cloud-based, AI-powered seed analysis tool that provides rich data, insight, and analysis in the form of histograms, similarity matrices, and scatter plots for seed…

    #3 in Analyze data

  • AGMRI by IntelinAir, Inc.

    Platform delivering actionable intelligence from aerial data with season-long alerts, in-season scalable insights, field scouting tools, nitrogen management, and…

    Monitor environmental conditionsForecast business outcomes

  • Alma by Numanac

    An AI agronomy assistant that reasons across captured operational records to answer questions, generate reports, and provide insights.

    Generate reportsAnswer domain questions

  • Aurora by Pixxel

    Cloud-native Earth Observation Studio for no-code satellite data analysis, AI-powered insights, and workflow management.

    Monitor environmental conditionsAnalyze data

  • CADI AI by KaraAgro AI

    Open-source, customizable AI application for cashew farm early warning.

    Monitor environmental conditionsMap physical spaces

  • ChemPass AI for Ag™ by AgPlenus

    A proprietary AI-driven computational platform for the discovery of druggable proteins, virtual screening of compounds, and design of small molecule inhibitors.

    Design molecular candidatesScreen molecular candidates

  • COASYNC by Cognitio Labs Inc.

    AI platform for food safety operations that connects sensing, compliance, and traceability.

    Draft documentsExtract document data

  • Delineated Field Boundaries by DigiFarm

    Automatic detection of field boundaries and seeded acres using super-resolved satellite imagery at 1m resolution.

    Map physical spacesMeasure physical conditions

  • LUNA AI for Leafy Greens by IUNU

    Autonomous platform purpose-built for leafy greens growers providing inventory traceability, yield forecasting, environmental optimization, and IPM insights from…

    Monitor environmental conditionsForecast business outcomes

  • RegAlerts by RegASK

    Provides timely, actionable alerts and proactive task management to help navigate complex regulatory changes in FDA and CE guidelines, packaging, and safety.

    Monitor new evidenceOrchestrate workflows

  • RegASK Platform by RegASK

    AI-native regulatory operating system that triages signals, turns information into insight, and coordinates actions with workflow orchestration.

    Monitor new evidenceOrchestrate workflows

  • RegASK Platform (Product Overview) by RegASK

    Platform operating system that triages signals, turns information into insight, and coordinates actions.

    Monitor new evidenceOrchestrate workflows

Showing 20 of 73

Every task in agriculture and food production