Data, analytics and decisions
Analyze data
- 1Process & Data ControlsSafetyChain Software
- 2SmartPlotNoMaze
- 2Carbon InsightsTraceGains, Inc.
Industry
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.
121 products55 companies34 tasks15 rankingsUpdated Oct 28, 2026
Rankings in agriculture and food production. 15 rankings compare products built for this industry.
All 15 rankings
Data, analytics and decisions
Generate reports
- 1AGMRIIntelinAir, Inc.
- 2CropX PlatformCropX
- 2MRVRegrow
Vision, monitoring and inspection
Monitor environmental conditions
- 1Agrio
- 2Crop VisionLima Labs
- 3Productivity ZonesDigiFarm
Data, analytics and decisions
Forecast business outcomes
- 1AyaGrowAya Data
- 2Bountiful AgricultureBountiful
- 3LUNA AI for Leafy GreensIUNU
Vision, monitoring and inspection
Map physical spaces
- 1Automated Farm Boundary DetectionMap My Crop
- 1Drone Monitoring PlatformMap My Crop
- 1Farm Detection SuiteMap My Crop
Data, analytics and decisions
Recommend next actions
- 1PlanAIRegrow
- 2AGMRIIntelinAir, Inc.
- 3CropX PlatformCropX
Vision, monitoring and inspection
Inspect product quality
- 1Label ValidatorTiliter
- 2GeNee™ SorterSeed-X Technologies
- 2SolVisionSOLOMON Technology Corporation
Security, risk and trust
Collect audit evidence
- 1Regulatory, Industry & Customer ComplianceSafetyChain Software
- 2Fiix CMMSFiix
- 3Supplier ComplianceSafetyChain Software
Security, risk and trust
Monitor compliance
- 1Food Safety ProgramsSafetyChain Software
- 2Supplier ComplianceSafetyChain Software
- 3Supplier ComplianceTraceGains, Inc.
Workflow and back office
Handle exceptions
- 1Food Safety ProgramsSafetyChain Software
- 2CAPA ManagementTraceGains, Inc.
- 2Production PerformanceSafetyChain Software
Workflow and back office
Route work items
- 1Production PerformanceSafetyChain Software
- 2AGMRIIntelinAir, Inc.
- 2Food Safety ProgramsSafetyChain Software
Knowledge, search and research
Answer domain questions
- 1AlmaNumanac
- 2AGMRIIntelinAir, Inc.
- 3GrowerGPTIUNU
Data, analytics and decisions
Forecast demand
- 1Sales ForecastingConfido
- 2Irrigation Modelling ToolMap My Crop
- 3Fiix CMMSFiix
Security, risk and trust
Assess third parties
- 1Supplier ManagementTraceGains, Inc.
- 2Supplier ComplianceTraceGains, Inc.
- 3Carbon InsightsTraceGains, Inc.
Vision, monitoring and inspection
Monitor safety events
- 1AI safety walksinviol
- 1Protex AI SafetyProtex AI
- 3Realtime AI safety detectorsinviol
Products
Industry
Task
121 products in agriculture and food production
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…
#1 in Generate reportsAnalyze dataMonitor environmental conditionsForecast business outcomes4 more
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 Forecast business outcomesAnalyze dataGenerate reportsMap physical spaces1 more
Food Safety Programs by SafetyChain Software
Ensure compliance and food safety by digitizing, standardizing, and enforcing essential programs.
#1 in Monitor complianceGenerate reportsCollect audit evidenceHandle exceptions1 more
Supplier Management by TraceGains, Inc.
Simplify onboarding and collaboration with suppliers in your first step toward intelligent compliance.
#1 in Assess third partiesAnalyze dataGenerate reportsCollect audit evidence1 more
Production Performance by SafetyChain Software
Connects live production data — throughput, downtime, yield, and scrap — with quality signals that explain why performance changes.
#1 in Route work itemsAnalyze dataGenerate reportsHandle exceptions
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 conditionsGenerate reportsRecommend next actions
PlanAI by Regrow
AI-powered solution for building high-ROI regenerative agriculture plans using satellite monitoring, machine learning, and supply chain data.
#1 in Recommend next actionsAnalyze dataForecast business outcomes
Regulatory, Industry & Customer Compliance by SafetyChain Software
Meet evolving regulatory requirements (USDA, SQF, etc.) and customer-specific standards (Costco, Starbucks, etc.).
#1 in Collect audit evidenceGenerate reportsMonitor compliance
Alma by Numanac
An AI agronomy assistant that reasons across captured operational records to answer questions, generate reports, and provide insights.
#1 in Answer domain questionsGenerate reports
Process & Data Controls by SafetyChain Software
Real-time Statistical Process Control (SPC) and data analysis tools.
#1 in Analyze dataGenerate reports
Sales Forecasting by Confido
Build accurate sales forecasts with flexible scenario planning, unlimited versioning, and AI-driven recommendations that adapt to actuals, promotions, and market data.
#1 in Forecast demandAnalyze data
AI safety walks by inviol
AI-powered safety walks that use event data to target site inspections to highest-risk areas.
Automated Farm Boundary Detection by Map My Crop
Satellite AI maps every field boundary — no surveyors, no field visits.
Label Validator by Tiliter
Validates expiry dates, serial numbers, and required text on labels, packaging, and equipment.
Supplier Compliance by TraceGains, Inc.
Automate document collection and risk monitoring for a more proactive approach.
#2 in Assess third partiesAnalyze dataCollect audit evidenceMonitor compliance2 more
Irrigation Modelling Tool by Map My Crop
20% water reduction through AI-modelled irrigation schedules.
#2 in Forecast demandAnalyze dataGenerate reportsRecommend next actions1 more
CAPA Management by TraceGains, Inc.
Resolve nonconformances with automated workflows for corrective and preventive actions.
#2 in Handle exceptionsAnalyze dataGenerate reportsRoute work items
CropX Platform by CropX
Complete digital agronomy platform combining farm management software, sensors, and agronomic insights to improve yields and sustainability.
#2 in Generate reportsAnalyze dataRecommend next actions
Fiix CMMS by Fiix
Cloud-based CMMS software for planning, tracking, and optimizing maintenance.
#2 in Collect audit evidenceForecast demand
Supplier Compliance by SafetyChain Software
Supplier compliance and quality management solution.
#2 in Monitor complianceCollect audit evidence
Showing 20 of 121
Every task in agriculture and food production
- Analyze dataRanked39
- Answer domain questionsRanked4
- Assess third partiesRanked3
- Collect audit evidenceRanked7
- Coordinate robot fleets1
- Count physical objects2
- Design molecular candidates5
- Detect visual defects1
- Draft documents3
- Drive vehicles1
- Extract document data1
- Forecast business outcomesRanked18
- Forecast demandRanked4
- Generate reportsRanked27
- Handle exceptionsRanked5
- Inspect product qualityRanked12
- Integrate data2
- Map physical spacesRanked15
- Measure physical conditions3
- Monitor complianceRanked6
- Monitor environmental conditionsRanked24
- Monitor new evidence5
- Monitor safety eventsRanked3
- Operate machinery7
- Optimize inventory2
- Optimize prices2
- Orchestrate workflows3
- Recommend next actionsRanked15
- Research markets1
- Route work itemsRanked5
- Schedule resources1
- Screen molecular candidates1
- Summarize documents1
- Translate content1