Agent transcripts

What an agent actually does on your books.

Real sessions, captured from Economico's eval harness — every prompt, every tool call, every answer. Each one is a founder asking a CFO question and an agent answering it with nothing but Economico's tools against a live ledger. No mocks, no canned data.

Each session below is run end to end on a real Postgres-backed ledger: the harness builds a company, hands an agent a single CFO skill, and logs everything it does. The founder's question and the agent's written answer are verbatim; tool arguments and results are abridged for readability, but the calls themselves are untouched — including the ones the model got wrong on the first try and then corrected.

01 Founder analytics: "Give me the operating numbers a CFO would" A real agent session: a read-only pass over the ledger for margin, burn, runway, revenue mix and customer concentration — pulled straight from the books. → 02 Scenario planning: "What happens to revenue and runway if I raise prices 20%?" A real agent session: the agent models a 20% price increase in a named what-if overlay and compares it to today — every write carries the scenario, so the real books stay put. → 03 Forecasting: "Forecast cash and runway for the next 12 months" A real agent session: the agent reads the real books, then builds a 12-month cash and runway projection inside a throwaway planning scenario — the live ledger is never touched. → 04 Audit readiness: "Do a GAAP tie-out and tell me what an accountant would flag" A real agent session: the agent ties out the statements and ranks misstatements by materiality — reviewing only, never posting a correcting entry itself. →

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The finance team you don't have to hire.

Every session here is one founder question answered by an agent with nothing but Economico's tools against a live ledger. Connect the agent you already use and ask your own.

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