Farm advisory drafts with cited sources and officer sign off
For an agricultural extension office, it reads the week's rainfall forecast, pest alerts and market prices against each household's crop stage and drafts a plain advisory. Every recommendation cites its bulletin, and the officer signs off before anything goes to a farmer.
What it does
- Reads plot records, the weather bulletin, pest alerts and market prices
- Flags risks like spray wash off and chances like a better depot price
- Drafts dated actions in a fixed template
- Cites the exact bulletin or alert for every claim and refuses unsourced advice
- Stops at a handoff block with unchecked approval boxes
Your approval boundaries
Approval requiredThese actions always wait for your yes:
- Sending any message to a farmer, which the officer does by SMS or visit
- Placing orders or applying for loans, which it never does
You decide what happens next.
More about this workflow
This setup is for operators and managers who keep the busywork moving. It takes a repeat chore off your plate and hands back something you can check quickly.
First, it reads plot records, the weather bulletin, pest alerts and market prices. Next, it flags risks like spray wash off and chances like a better depot price. Then it drafts dated actions in a fixed template. After that, it cites the exact bulletin or alert for every claim and refuses unsourced advice. Finally, it stops at a handoff block with unchecked approval boxes. It works with your automation platform, spreadsheets and web fetch, each on its own login with limited access.
You get the prep work done and waiting for you. The agent stops and asks for your yes before sending any message to a farmer, which the officer does by SMS or visit and placing orders or applying for loans, which it never does, and says plainly if a step cannot be undone.
“Unsourced advice is strictly prohibited.”
Explore required tools and model recommendations
Tools and access
n8n
Handles the automation platform part of this job. Grant create workflows, left inactive until reviewed.
API required: Yes. Needs an n8n API key from settings. New workflows should stay inactive until you review them.
Google Sheets
Handles the spreadsheets part of this job. Grant access to the single sheet it needs.
API required: Yes. Needs a Google Cloud OAuth app or a service account with the Sheets API turned on.
Web fetch
Handles the web fetch part of this job. Grant public pages, no logged-in sessions.
API required: No. Built into most agent harnesses. It reads public pages with no login.
No sign-up needed
Official links only. Not sponsored, no affiliate links.
Model recommendations
Best pick
GPT-6.1 Sol
Cheap cached input suits jobs that rerun the same instructions each week.
$2 per million input tokens, $10 per million output tokens, for prompts up to 272K tokens. Longer prompts cost $4 in and $15 out.
OpenAI docs as of October 11, 2026
Cheaper backup
Gemini 3.5 Flash-Lite
Low cost for simple data pulls and matching.
$0.30 per million input tokens, $2.50 per million output tokens.
Google docs as of October 11, 2026
Our own picks. Not sponsored, no affiliate links.
Build your prompt
Add your details, then copy the prompt into your tool.
2Your prompt
4 of 4 still emptyYour answers stay in this browser only.
Run your workflow
Connect your tools with only the access this setup needs, then follow these steps.
Steps
Do these in order. Test on old data before it touches live work.
- 1Connect n8n with its own login, not yours. Grant create workflows, left inactive until reviewed.
- 2Connect Google Sheets with its own login, not yours. Grant access to the single sheet it needs.
- 3Set up Web fetch. Keep it to public pages, no logged-in sessions.
- 4Paste the prompt where your harness takes instructions. See the note under the Copy button.
- 5Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
- 6Read its log after the first real run. Only widen access once a week of runs looks clean.
Safeguards and trust score
The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.
Can draft things that send or spend, so it sits close to risky actions.
Waits for a yes on: sending any message to a farmer, which the officer does by sms or visit, placing orders or applying for loans, which it never does.
Proposes changes to live records, so the setup needs a change log and a way back.
Runs on its own login across 3 tools. Fewer connections means a smaller blast radius.
How to raise it
- Access: Take away its ability to send, post or spend. Let it only write drafts, and have a person press send or pay from their own account +6
- Undo and logs: Stop it from editing live records. Have it write the change as a proposal you apply, and keep a log of every change with a way to roll it back +3
- Scope: Cut it down from 3 connected tools to the 2 it needs most, each with its own limited login instead of your full account +2
Do all of these to reach 89, up from 78.
Want help getting there? Get an AI Trust Audit from Pixeldesigns
Reviewed by Trustcase (example setup). How scoring works
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[](https://trustcase.dev/use-cases/farm-advisory-drafts-with-cited-sources-and-officer-sign-off)<a href="https://trustcase.dev/use-cases/farm-advisory-drafts-with-cited-sources-and-officer-sign-off"><img src="https://trustcase.dev/badge/farm-advisory-drafts-with-cited-sources-and-officer-sign-off.svg" alt="Trustcase trust score for Farm advisory drafts with cited sources and officer sign off" height="20"></a>More operations workflows
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