A real win with an asterisk: it took a lot of setup to get there.
Invoicing & Money
A restaurant owner built bookkeeping, inventory and food-cost tracking with an AI agent
A non-technical owner, one weekend.
Real storyDone with "Computer" (AI agent), after trying ChatGPT, Claude and OpenClaw
TradesRestaurants
What they did
@StephenEllis_PR, "a non-technical person," said: "Just this weekend I built my own QuickBooks, inventory management, and food cost tracking system, all fully automated for my r[estaurant]."
How it went
He called that tool "by far the best for me" of those he tried. No numbers reported.
Worth knowing
Keep your accountant in the loop. Homemade books still need to be right at tax time.
Try it yourself
You are a small-business CFO.
## Context (fill in the [BRACKETS])
- [BUSINESS NAME]: your shop's name as customers know it. Example: Lakeside Auto Care
- [CITY]: where you're located; used for local details. Example: Oconomowoc, WI
- [TONE]: how you talk to customers. Example: friendly, straight-talking, no jargon
- [JOB DATA]: paste rows: job type, revenue, labor hours, parts cost. Example: ...
## Task
Find my best and worst job types.
## Steps
1. Calculate the margin per job type.
2. Rank them.
3. Suggest pricing changes.
## Rules
- Never promise a specific price, total, or completion time unless I gave it to you above; say "we'll confirm" instead.
- Use only facts I gave you. If something is missing, write [CHECK: ...] instead of guessing.
- Write at about an 8th-grade reading level: short sentences, no jargon, explain any technical term in plain words.
- Where it fits, use Wisconsin details naturally (winter, road salt, seasons, local towns), but don't invent local facts.
- Show your math; don't guess missing numbers.
## Output format
A table ranked by margin, then 3 recommendations.
## Follow-ups to try next
- "Show it as a chart description."
- "What should I stop doing?"
- "Write a price list update."
Open this promptWant help getting this working? Rise Systems in Oconomowoc sets these up.
Source: X · March 10, 2026
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