Scaling Agentic AI: Platform Engineering, Risk, and Cost Strategy
Agentic AI is transitioning from experimental prototypes to mission-critical production infrastructure. This analysis outlines strategic frameworks for centralized platform engineering, non-deterministic risk management, and token cost optimization. Leaders must balance rapid experimentation with rigorous governance to capture competitive advantage. Early adoption remains essential for market parity.