CIOs face new FinOps challenges as AI spending shifts to a usage-driven, non-linear model tied to business workflows rather than user seats. To control costs, they should forecast AI expenses by workflow, model failure scenarios realistically, embed cost controls architecturally, route tasks to appropriately sized models, and tie AI consumption directly to business value through comprehensive governance and prioritization processes. These practices help prevent unexpected AI bill shock by aligning spending with measurable operational improvements and value creation.
https://www.cio.com/article/4190605/5-ways-for-cios-to-avoid-ai-bill-shock.html