Enterprise AI Faces Rising 'Token Tax' as Hidden Costs of Agentic Systems Emerge

Summary

Enterprises are facing a rising "token tax" on AI, where despite falling per-token costs, overall expenses for agentic AI systems are increasing due to the complex, multi-step processes behind visible outputs. This hidden cost, exemplified by companies like Uber exhausting AI budgets, highlights a growing economic challenge as AI moves from experimentation to production, often paying repeatedly for the same agentic planning.