Organizations moving AI from experimentation to production should evaluate whether steady, predictable demand justifies shifting from consumption-based pricing to owned capacity investment. The economic decision depends on workload characteristics, expected utilization levels, and the organization's ability to keep infrastructure productive through governance and continued use-case expansion.
Source: MIT Technology Review
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