AI+ Agricultural Professionals
Smarter Decisions from Soil to Market
Smarter decisions from soil to market.
Agricultural professionals hold deep knowledge. What they lack is time to turn that knowledge into the documentation, analysis, and written communication their buyers, regulators, and funders increasingly require. This book closes that gap — covering crop and field management, seasonal planning, market intelligence, sustainability compliance, and grant writing, with 33 ready-made prompts and the FIELD Protocol for safe data governance. Built by an AI engineering firm for professionals who want to multiply what they already do well — without compromising the judgement that makes their advice worth taking.
- 33 ready-made, copy-paste prompts: scouting reports, seasonal plans, grain marketing, sustainability reports, grant applications, traceability records, farmer advisory letters
- The FIELD Protocol — classify your farm data by sensitivity before sharing it with any AI tool: Farm and Holdings, Input and Chemical, Environmental Compliance, Livestock and Traceability, Distribution and Commercial
- The 30-Day Agricultural AI Starter Plan — four structured weeks to go from first prompt to a personal prompt library and faster professional practice
- TRUST applied to agronomic AI — the five-question check every AI-generated recommendation must pass before it reaches a farmer or a field
- The forward view — how agentic AI will change farm monitoring, market intelligence, and compliance management, and what today's skills prepare you for
Agricultural professionals — farm managers, agronomists, crop advisors, agricultural extension workers, rural development officers, and agricultural consultants. Works with data (soil reports, weather feeds, yield records, market prices) but manages most of it in spreadsheets, notebooks, or paper. Degree or diploma in agriculture, agronomy, crop science, animal science, or rural development. Five to twenty-five years of experience.
- Use AI tools confidently across farm operations, agronomy, extension work, and agricultural consultancy
- Apply the PRISM framework to write effective prompts for agricultural tasks
- Manage farm data safely using the FIELD Protocol
- Use AI to accelerate crop and field management decisions, resource planning, and market intelligence
- Draft sustainability disclosures, traceability records, and compliance documentation with AI assistance
- Build a 30-day AI adoption plan for your farm, practice, or organisation
- Chapter 1
- AI in Agriculture Right Now — The State of Play
- Chapter 2
- Your Agricultural AI Toolkit
- Chapter 3
- Crop and Field Management
- Chapter 4
- Planning, Resource Use, and Input Optimisation
- Chapter 5
- Market Intelligence and Selling
- Chapter 6
- Sustainability, Traceability, and Compliance
- Chapter 7
- Agricultural Communication and Advisory Writing
- Chapter 8
- AI Safety and Data Governance for Agricultural Professionals
- Chapter 9
- Building AI Capability in Your Farm or Practice
- Back matter
- Skill Summary · Recommended Next Reads · Glossary · Tool Reference
Built by an AI engineering firm — for agricultural professionals who want to multiply what they already do well, not replace it.
