Quandri Put AI on Insurance's Most Ignored Desk - and Found a $22 Million Wedge

The Fregeau brothers stopped selling automation as a toolkit and started doing one ugly insurance job end to end. The result is a useful lesson in vertical AI: depth beats a dazzling demo when the workflow is narrow, repetitive and expensive.