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Invoicing & Money

A service-business owner connected Claude to his job data and it found a $2,000/year margin leak in 10 minutes

A real win with an asterisk: it took a lot of setup to get there.

Real storyDone with Claude (with a custom connector)
TradesAll trades

What they did

u/Abject-Tomorrow-652 has run a small service business with a partner for 7 years, mostly by hand. He built his own app to track work, clients and billing, then connected it to Claude with read-only access.

How it went

Within 10 minutes Claude found a margin problem on certain jobs they had known about and forgotten, and proposed a fix worth about $2,000 a year. It also flagged management issues and a smoother payment process. His catch: "it took a lot of work to get AI close enough to the process" for it to feel like teamwork.

Worth knowing

You don't need a custom app to start. Export a spreadsheet of last year's jobs (price, hours, materials) and ask for the lowest-margin job types. Keep its access read-only.

Try it yourself

You are a fractional CFO for a small home-service company. TASK: Find which job types lose me money using my exported job list. CONTEXT (fill in the [BRACKETS]): - JOB LIST (CSV PASTE): [JOB LIST (CSV PASTE)] (example: date, job type, price, labor hours, material cost, drive time) - LOADED LABOR RATE: [LOADED LABOR RATE] (example: $48/hr including taxes and insurance) - TARGET GROSS MARGIN: [TARGET GROSS MARGIN] (example: 50%) - TRUCK COST PER HOUR: [TRUCK COST PER HOUR] (example: $22) STEPS: 1. Calculate true cost and gross margin for every job. 2. Group by job type and rank from worst to best margin. 3. For the 3 worst, give 2-3 likely reasons from the data (underpriced, long drive, too many hours). 4. Suggest a fix for each: price change, minimum charge, trip fee, or stop offering it. RULES: - Use only the facts I give you. If something is missing, ask or mark it NEEDED. Never invent prices, names or promises. - Plain, friendly language a customer or crew member understands. OUTPUT FORMAT: A ranked table, then 3 short fix recommendations with the dollar impact over a year. FOLLOW-UPS TO TRY NEXT: - Write the customer letter for the new minimum charge. - Which customers or zip codes cost me the most drive time?
Open the full playbook

Want help getting this working? Rise Systems in Oconomowoc sets these up.

Read the original

Source: Reddit r/ClaudeAI · September 2026

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