Innovation accounting replaces vanity metrics with learning velocity, cohort behaviour and validated progress. In lean startups, traditional financial metrics fail to capture early uncertainty. Innovation accounting tracks assumptions tested and conversion improvements over time. This enables founders and investors to judge traction objectively and decide when to pivot, stop initiatives.