Skip to content

Writing

Blog

Principal AI Engineer who ships production AI systems across finance, defense, healthcare, and enterprise. From prototype to production.

AllAI EngineeringAgents & AutomationCFA Meets AICompliance & RegulationAI Threats & FraudCareer TransitionsBina CapitalLLMs in ProductionAI + FinanceAI ValuationsAI ReadinessSecure AI DeploymentLessons & ReflectionsRoboWriteData & ML PipelinesInvesting for BeginnersAI GovernanceGrounded.CodesCybersecurityCareerBuild Log
MZ
AI Engineering

Why Most AI Projects Die Before Production (And It's Not a Tech Problem)

The most-cited AI failure stat is made up, but the real numbers are worse, and the reason is almost never the technology.

5 min read