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AI agent for farmers

Crop Rotation and Field Plan Agent

A field plan that follows rotation rules, meets contracts and improves margin

PlanningDecisionsCreatingOperations
See how it worksGet access
Crop Rotation and Field Plan Agent: what goes in, what the agent does and what you get

What it does

Each season the farmer decides what to plant in each field, balancing margins, rotation, disease risk, contracts and machinery. In the planning season, this agent reads field history, soil tests, disease and pest records, rotation rules, expected prices and input costs. It drafts a crop for each field ranked by expected margin. It rejects any option that breaks a rotation or disease rule, such as the same crop family two years running. Disease rules always override margin. It then checks the whole plan against contract commitments and machinery and labor capacity in planting windows. If the plan breaks a rule, it swaps crops between fields and redrafts. It summarizes margins and input needs by field. The farmer approves the plan. Edge case: a field with a club root history is kept out of brassicas for the set number of years.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueApprovedNoNo 1 STARTS WHEN Planning season 2 USES A TOOL Read field history, soil tests and records 3 DOES Remove crop options that break rotation or diseaserules 4 DOES Draft crop for each field by expected margin 5 CHECKS THE RESULT Does the plan meet contracts and machinery and laborcapacity? If not: swap crops between fields and redraft. Back tostep 4. 6 CHECKS THE RESULT Does every field still pass rotation and diseaserules after swaps? If not: undo the swap and pick the next best crop. Backto step 3. 7 DOES Summarize margins and input needs 8 YOU APPROVE Farmer approves the field plan 9 RESULT Season field plan
Read the steps as a list
  1. Planning season
  2. Read field history, soil tests and records
  3. Remove crop options that break rotation or disease rules
  4. Draft crop for each field by expected margin
  5. Does the plan meet contracts and machinery and labor capacity?If not: swap crops between fields and redraft. Back to step 4.
  6. Does every field still pass rotation and disease rules after swaps?If not: undo the swap and pick the next best crop. Back to step 3.
  7. Summarize margins and input needs
  8. Farmer approves the field planThe agent waits here for your OK.
  9. Season field plan

How it decides

It ranks crop options by expected margin per field and rejects any option that breaks a rotation or disease rule.

  • Disease rules override margin
  • Contracts must be met
  • Machinery capacity limits planting windows

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Rotation rules
  • Disease break years
  • Price assumptions
  • Fields included

What keeps you in control

It always asks you first

  • Final plan
  • Seed and input orders

Hard limits

  • Never orders seed
  • Never signs contracts

It stops when

  • Done: plan approved
  • Stop: soil tests missing for a field

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensFor the 2027 season, the first draft put wheat after wheat on field 7 and missed a contract for 80 hectares of malting barley. The rules check failed. The agent swapped fields 7 and 9 and added barley on field 3, then rechecked. The new plan met all rules, fit the drilling window and kept expected margin within $1,200 of the first draft. The farmer approved it.

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