GAPIVO · August 2026
100 real complaints filed with the US consumer finance regulator in one month, names stripped before we read them.
$70,000
the debt one person was chased for - a debt they say was never theirs.
24/100
Chased for debts they say aren't theirs
2 of 2 ideas on the board have a payer we can name.
Software that reads a consumer's complaint and tells a lawyer, in minutes, whether there is a real legal case in it.
The risk that kills it: Attorneys do not trust the triage - one hallucinated element or missed statute of limitations in a demo and the product is dead in that firm forever. The mitigation (citations back to the client's own words for every extracted element) is also the product's core design constraint.
A watchdog service that tells a bank or lender what patterns are forming in public complaints about them - before those patterns become lawsuits.
The risk that kills it: The buyer already gets this for free: companies receive their own CFPB complaints directly from the portal, and if internal complaint data is a superset of the public feed, the product is a nice-to-have dashboard. The counter-hypothesis to test first: internal teams see trees, not forest - the value is clustering and early pattern detection, not access.
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Everything we read was US banking and lending. A different set of complaints might point somewhere completely different. And 100 is a small sample - treat every number here as a starting point, not a proof.