GenAI × DevOps
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White paper3-part series6 July 202611 min read
From Pilot to P&L: The Economics of Enterprise AI Value
Part 1 of the Enterprise AI Value series. The operating-model causes behind the ~95% pilot failure rate, a six-stage value loop with four hard gates, benefit attribution rules that survive finance review, and the routing/caching/batching economics that cut one workload's LLM run cost 88%.
AI economics FinOps Value realization
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