AI FIELD GUIDE FOR AGRICULTURE + FOOD

Find GenAI tools for agriculture and food.

Search and explore 900+ GenAI tools, models, datasets and services organized around the problems agriculture and food teams are trying to solve. Understand what they do, who they're for and how you can access them without digging through dozens of websites and technical sources.

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900+ resources
·
Publicly documented
·
Source-linked
·
Agriculture + food focused
·
Updated regularly
How we build the directory
START WITH THE PROBLEM

What are you trying to accomplish?

Explore GenAI based on the work you need to get done.

Plan & manage production

Planning, agronomy, livestock management, irrigation, forecasting and day-to-day operations.

274 listings

Research & develop

Research, scientific knowledge, breeding, trials, modeling and product development.

161 listings

Diagnose, protect & assure

Crop protection, disease detection, food safety, quality and nutrition.

122 listings

Advise & educate

Advisory, extension, decision support, education and knowledge access.

87 listings

Monitor land, climate & sustainability

Geospatial intelligence, weather, climate, sustainability and environmental monitoring.

60 listings

Trade, finance & move goods

Markets, farm finance, supply chains, trade, logistics and traceability.

63 listings

Develop food products

Food product development, formulation, consumer insights and foodservice applications.

36 listings

Build & integrate AI

Data, models, infrastructure and technical components for building AI solutions.

82 listings

Adopt & operate AI

AI strategy, readiness, adoption and organizational implementation.

8 listings

Comply & govern

Regulatory, compliance, governance, documentation and risk requirements.

27 listings
View all use cases
BROWSE BY AREA OF WORK

Find GenAI for where you work

Agronomy, soil & crop management

Crop planning, soil management, fertility, agronomy and in-season decision support.

148 listings

Livestock & aquaculture

Animal health, production, genetics, nutrition and management.

71 listings

Food safety, quality & nutrition

Food safety, quality assurance, nutrition, labeling and analysis.

61 listings

Agricultural markets & farm finance

Markets, pricing, risk management, farm finance and economic decision-making.

44 listings

Irrigation & water management

Irrigation planning, water use, allocation, timing and efficiency.

18 listings

Crop protection & plant health

Disease, pest and weed detection, forecasting, monitoring and treatment.

61 listings

Seed genetics & breeding

Crop genetics, breeding, variety selection and seed development.

54 listings

Farm operations & automation

Equipment, automation, robotics and operational efficiency.

41 listings

Geospatial imagery & remote sensing

Satellite imagery, drone data, mapping and spatial analysis.

34 listings

Weather & climate intelligence

Weather forecasting, climate data and environmental monitoring.

12 listings

Sustainability & environmental impact

Sustainability metrics, carbon, conservation and environmental stewardship.

14 listings

Supply chain, trade & traceability

Supply chain management, traceability, trade and logistics.

19 listings

Food products & foodservice

Food products, foodservice, recipes and consumer food applications.

36 listings

Research & scientific knowledge

Research, scientific literature, knowledge and discovery tools.

105 listings

Extension, advisory & education

Extension services, farmer education, training and advisory.

87 listings

Regulatory & compliance

Regulatory, compliance, governance, documentation and risk requirements.

27 listings

Agrifood data & AI infrastructure

Data platforms, AI infrastructure, computational tools and technical services.

80 listings

AI strategy, readiness & adoption

AI strategy, readiness assessment and organizational adoption support.

7 listings

Business operations & administration

Procurement, contracting, administration and back-office operations.

1 listings
View all areas
KNOW WHAT YOU'RE LOOKING FOR?

Browse by solution type

Products & platforms

Ready-to-use applications, software and platforms.

254 listings

Models, data & tools

Models, datasets, APIs, code and technical components to build with or integrate.

602 listings

Services & solution providers

Experts and organizations available to advise, build, integrate or implement.

41 listings

AI readiness & adoption resources

Assessments, frameworks and resources that help teams evaluate readiness and adopt AI.

17 listings

Collections & resource hubs

Curated collections and hubs that bring together AI tools, information or other resources.

6 listings
View all solution types
EXPLORE genAI TECHNOLOGY

Browse by technology category

Applications & assistants

168 listings

Agents & workflow automation

65 listings

Data & APIs

37 listings

Datasets & corpora

169 listings

MCP servers & integration layers

54 listings

Edge deployment runtimes

4 listings

Models & fine-tunes

126 listings

Benchmarks & evaluations

112 listings

Prompts, skills & templates

87 listings

Simulation, digital twins & world models

55 listings

MVP studios & builders

10 listings

Data-readiness & knowledge-base services

7 listings

Evaluation & verification services

3 listings

Integrators & consultancies

9 listings

Readiness assessments, calculators & adoption tools

7 listings

Collections & resource hubs

7 listings
View all technology categories
NEW TO genAI IN AGRICULTURE?

Get oriented

Learn what the different resource types are, understand what's ready to use versus what requires development, and see how the directory is built.

AI tools explained
How the directory works

Understand every listing at a glance

agroBOT

WHAT IT DOES

AI crop advisor for disease, pests, irrigation and yield questions.

WHO IT'S FOR

Crop growers and agronomists.

TYPE

Product / platform

ACCESS

Subscription

RUNS

Web and mobile

SOURCE REVIEWED

Aug. 2026

Every listing helps you understand:

WHAT IT DOES

The problem it solves and the inputs it uses.

Who it's for

The intended users and where it fits across agriculture and food.

How you access it

Free, paid, open source, approval-based or developer access.

How it runs

Hosted, self-hosted or integrated into another system.

Where the information comes from

Publicly available source material, with the source and review date shown.

See how listings work

A clearer way to navigate GenAI in agriculture

Finding GenAI for agriculture shouldn’t take a dozen browser tabs and hours of reading technical sources. The GenAI Directory brings publicly documented tools, models, datasets and services into one searchable place.

Source-linked

Every listing links back to the original source and shows when we last reviewed it.

Agriculture-focused

Resources are organized around the problems, users, and workflows that matter in agriculture and food.

Plain language

Technical resources are described in plain terms so you can quickly understand what they are and who they're for.

See how we build the directory
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Disclaimer: Listings are for informational purposes and are based on publicly available information, which may change. Inclusion in the GenAI Directory is not an endorsement, recommendation or warranty by 9 North Group unless explicitly stated.
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AI Field Guide is a directory of publicly available AI tools for agriculture and food.
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