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Editorial cover showing one successful AI pilot path splitting into hidden operational cost branches during production rollout.
AI Cost Control AI Integration Multi-Cloud Monitoring SME Operations AI Governance
Why AI Costs Drift After a Promising Pilot and How to Control It
A promising AI pilot can look cheap until integrations, user behavior, support workload, and governance controls show up in production. Here is how mid-sized teams regain control before rollout gets expensive.
July 13, 2026
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