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Business and Sales · X · 🇺🇸 United States · via agentusecases.ai

University recovers US$100,000 with a treasury skill

Cornell's finance and AI teams built a skill to identify and chase unidentified payments.

Profession
Financial Analyst
Tools
Claude
Source
x.com ↗
Country
🇺🇸 United States
Found via
agentusecases.ai (Alex Finn) ↗
Report date
June 23, 2026
Verified on
October 25, 2026
Illustrative photo: Education sector

What they did

According to Ethan Mollick, Cornell University's finance and AI teams created the "/treasury" skill for Claude, used to identify and claim unidentified funds.

How it went

The post cites US$100,000 recovered in overdue payments.

Good to know

The figure comes from the post; there is no public report detailing the method.

The prompt

I have a report of [number] unidentified receipts [attached] and the list of open invoices [attached]. Propose the most likely match for each amount, with a confidence level, and list the ones that require contacting the payer.

Replace what is in [brackets]. Prompt written by us from the account, not a literal copy of the source. Do not paste other people’s personal data (privacy laws such as LGPD and GDPR apply).

Summary in our own words. Results as stated in the original account; we have not tested or audited them. Read the source ↗ Case found via agentusecases.ai (Alex Finn); text and prompt rewritten by us. Found a mistake?

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