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Budgets, unit economics and the P&L side of AI. AI Business coverage from Fathom Tech.

Agentic AI is breaking the token meter, and enterprises need a plan for what comes next
AI Business

Agentic AI's Token Appetite Forces Enterprises to Rethink Pricing Models

A new report shows that agentic AI systems consume 10 to 100 times more tokens per task than simple inference, making per-token pricing unsustainable for production workloads and pushing enterprises toward reserved capacity and open-weight models.

·6 min read

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