Prove and improve your system's intelligence with the Minimum Metric Stack. Implement five key metrics—from Time to Decision to Cost per Cognition—instrumented via existing telemetry. Build a Trust-in-Motion Dashboard with actionable thresholds, enabling data-driven decisions on when to scale, investigate, or pause autonomous capabilities.

Master the economics of learning by calculating and optimizing Return on Cognition (ROC), the north-star metric that unites product, engineering, and finance. Execute the Five-Step Quarterly Play to prune unproductive loops and reinvest in compounding learning. Graduate from managing products to architecting a portfolio of self-improving, economically sustainable systems.