Everything on AI Production Readiness

95% of agentic projects fail in production due to the gap between demo reliability and operational requirements. Organizations must treat reliability as a continuous quality assurance discipline rather than a one-time deployment milestone.

Impact: Forces enterprises to invest in systematic evaluation frameworks and statistical simulation, reducing failed deployments and accelerating time-to-value.

— from Scaling AI Agents: Reliability, Harness Optimization, and Production Readiness · HMZE· Jun 11, 2026