Tech
Why Your AI Bill is a Roadmap (Not a Budget Leak): 5 Surprising Lessons from the Frontlines of Tokenomics
Introduction: The Death of the Static License
For decades, technology leadership operated in a world of predictable, seat-based software licenses. You bought a seat, you knew the price, and your FinOps team rarely had to hunt for "top offenders." But the era of agentic AI has introduced a fundamental shift into "tokenomics." Unlike the fixed costs of the past, AI operates on a variable, usage-based model where every prompt and response is like a kilowatt-hour on an electric meter.
The ol...
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