Encore AI raised $30M to clone top reps via "interaction mining," deployed at 30+ banks and insurers.

Formerly Insait, led by Team8 and Planven with several banks and insurers that became investors after first being customers. The technique analyzes call recordings, emails, and texts to identify which conversational approaches produce successful outcomes, then trains agents on those patterns, explicitly positioned as revenue generation rather than headcount reduction. About 50 people, 30+ deployments across Israel, Australia, Europe, and the US. Buyers converting to investors is becoming the standard proof point in regulated-vertical AI rounds.