Agent Sightings Real agent use cases

Recover unidentified funds

As described in the source, from the linked report: using a treasury Claude skill, Cornell finance and AI teams were able to recover $100k in back payments by identifying and claiming unidentified funds using a technique known as "unidentified money.".

Agent or tool
Claude
Topic
Finance
Reported on
X
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 30 by interest), and one of 91 involving Claude.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Claude or any similar agent and adjust the details to your situation.

Finance task: recover unidentified funds. 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 X: https://x.com/emollick/status/2069486790075908261. Our summary is a paraphrase; details are in the source.

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