Amara founded Cogniloom after five years leading applied research teams, where she watched brilliant prototypes die in the gap between demo and deployment. Her company now gives product teams shared, trustworthy memory across every agent they run.
Before Cogniloom she shipped retrieval systems used by millions, and she writes a widely read letter on what actually defends an AI company once the models commoditize.