Beyond the Demo: Engineering Production-Ready Agentic AI

Enterprise GenAI success hinges on operational excellence, not AI capability alone. This framework exposes why 95% of pilots fail by analyzing four critical failure modes—single-model bottlenecks, inefficient caching, invisible agent reasoning, and poor graceful degradation—and demonstrates how architectural decisions like model routing and semantic caching unlock the operational maturity that defines the successful 5%.