5 ways for CIOs to avoid AI bill shock

2026-07-16

As AI shifts from predictable per-seat pricing to usage-based agents capable of making dozens of model calls per task, CIOs need to forecast costs by workflow, account for retries and failures, embed token and runtime limits, route tasks to appropriately priced models, and tie consumption back to measurable business value.