Turn vet charges into ready-to-send pet insurance claims
Real-world thread: the owner uploads a bank CSV by hand, since the agent never stores bank logins. On a 15-minute tick the agent flags vet charges, searches Gmail for the matching invoice, and uses an LLM (Gemini) to extract it, falling back to OCR for scans. Across ten live approval letters, its settlement arithmetic check passed to the cent, and a second check raised questions on five.
- Agent or tool
- OpenClaw
- Topic
- Finance
- Reported on
- GitHub
- Added
- 2026-10-15
Why it matters
Money tasks are tedious but high-stakes, which is exactly where a careful agent helps: it does the checking and paperwork while a person keeps the final say. It is one of 65 sightings filed under Finance on Agent Sightings (number 19 by interest), and one of 41 involving OpenClaw.
How you could try it
Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into OpenClaw or any similar agent and adjust the details to your situation.
Finance task: turn vet charges into ready-to-send pet insurance claims. Tabulate numbers, mark uncertainties, and do not file, pay, or submit until I confirm.
Tip: Keep the agent in 'propose, don't pay' mode: let it gather numbers and draft messages, and approve any payment or account change yourself.
Source
Read the original first-hand account on GitHub: https://github.com/jagberg/Me.OpenClaw. Our summary is a paraphrase; details are in the source.