Enterprise AI’s Hidden Financial Wall: How Microsoft Foundry Rewrites the Economics of Autonomous Agents
Executive Overview As enterprise software transitions from static LLM interactions to complex, multi-turn autonomous agents, a quiet financial crisis is sweeping across corporate engineering teams. The default architecture born in the prototyping lab—routing every query to the largest available frontier model with massively inflated context windows—is colliding with the hard realities of enterprise operating margins….
