Everything on Innovation Culture

Most experiments should be expected to fail. The value of an experimental mindset lies in reducing uncertainty and learning faster, not in achieving a high success rate for every initiative.

Impact: Shifting metrics from success rate to learning speed encourages rapid iteration and safe failure, accelerating time-to-market.

— from Scaling AI: From MVP to Production Resilience · The InfoQ Podcast· Mar 09, 2026