Putting licensed agents into the answers AI gives
Consumers now ask AI assistants about coverage, claims and price, and those answers are built from content almost no licensed agent wrote, because compliance review happens after publication. Matthew built EverQuote an AI platform that moves compliance in front of publication, as a working product outside its stack, then handed it off.
- An AI caller on Claude Opus interviews the agent, then turns the call into a publishable draft for under a dollar.
- An AI compliance reviewer rates every piece Red, Yellow or Green against the carrier's own rulebook, cites the regulatory basis and proposes the redline.
- Opus checks every second of video for brand and privacy issues, from a competitor's logo to a child's photo in the background.
- Deterministic rules run as the agent types, every decision lands in a tamper-evident audit log, and a person makes every publishing call.