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AI agent for farmers

Harvest Labor Scheduling Agent

Have enough confirmed crew in each field on the right days, even when the weather shifts.

Harvest Labor Scheduling Agent: what goes in, what the agent does and what you get

What it does

Harvest crews are booked by phone, and a weather change forces the same calls again. This agent reads ripeness estimates and the weather forecast for each field and proposes picking windows. It offers shifts to the crew by message and tracks who has confirmed. It checks whether enough people have confirmed for each window and keeps asking until the numbers work. When the forecast changes, it replans the windows and tells confirmed crew what moved. The farmer approves the schedule before any messages go out. Edge case: if rain is forecast on the best picking day, it moves the crew to the next field that is ripe and dry.

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
ApprovedYes, continueYes, continueNoNo 1 STARTS WHEN Harvest season daily check 2 USES A TOOL Read ripeness estimates and the forecast 3 DOES Rank fields by ripeness and picking conditions 4 DOES Propose picking windows and crew needed 5 YOU APPROVE Farmer approves the schedule 6 USES A TOOL Offer shifts to crew by message 7 DOES Track confirmations 8 CHECKS THE RESULT Is the crew confirmed for each window? If not: Offer the shifts to more people and ask again.Back to step 6. 9 USES A TOOL Check the forecast again each evening 10 CHECKS THE RESULT Has the forecast changed in a way that breaks awindow? If not: Replan the windows and tell the crew what moved.Back to step 3. 11 RESULT Confirmed picking schedule
Read the steps as a list
  1. Harvest season daily check
  2. Read ripeness estimates and the forecast
  3. Rank fields by ripeness and picking conditions
  4. Propose picking windows and crew needed
  5. Farmer approves the scheduleThe agent waits here for your OK.
  6. Offer shifts to crew by message
  7. Track confirmations
  8. Is the crew confirmed for each window?If not: Offer the shifts to more people and ask again. Back to step 6.
  9. Check the forecast again each evening
  10. Has the forecast changed in a way that breaks a window?If not: Replan the windows and tell the crew what moved. Back to step 3.
  11. Confirmed picking schedule

How it decides

It ranks fields by ripeness and weather, and schedules only windows where enough crew has confirmed.

  • Do not schedule picking if rain over 5 mm is forecast
  • A window needs at least 90 percent of the crew confirmed
  • Pick the ripest field first
  • Warn crew at least 12 hours before a change

Make it yours

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

  • Rain limit for picking (default 5 mm)
  • Crew confirmation share needed (default 90 percent)
  • Notice lead time (default 12 hours)
  • Fields and order of priority

What keeps you in control

It always asks you first

  • Farmer approves the schedule and any change

Hard limits

  • Never tell crew about a change without the farmer's approval
  • Never schedule against ripeness limits

It stops when

  • Done: all windows have confirmed crew
  • Stop: ripeness estimates are missing and the farmer decides

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 happensField B is ripe Thursday and the crew of 12 needs 11 confirmed. Nine confirm, so the agent asks three more and gets two. On Wednesday the forecast adds rain on Thursday morning. The agent moves picking to Thursday afternoon and Friday, tells the crew, and the farmer approves. Eleven stay confirmed.

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