An agent council that checks every number
Why our memo tool lets a second set of agents audit the first, and what that costs.
The memo tool we sell at TheoryY writes a seven-section investment report on any public company. Prices come from Yahoo Finance, economic series from the Federal Reserve, filings from the SEC. The model never types a number from memory. It only writes from what it fetched.
That rule is not enough on its own. A model can fetch the right table and still misread a row. So a second group of agents, which we call the council, takes the finished report and checks each figure against the source it cites. A figure that fails is sent back with the row it should have used.
The cost is time. A report that could be done in four minutes takes nine. The benefit is that a client has not yet found a number we could not trace.
The next version values the company itself: a discounted cash flow model and a few others, run on fetched statements, with bull, bear and synthesis agents writing from the calculated figures rather than from prose.
