AI Spending Escapes Engineering Control, Forcing New Cost Governance

Finance teams are discovering that AI-driven cloud costs don't follow traditional FinOps playbooks. Adoption has spread to non-technical departments—marketing, sales, HR—that lack visibility into infrastructure spending. This requires automated governance tools that can enforce budgets and usage policies across business units, not just engineering. The shift is creating vendor opportunities and forcing CIOs to rebuild cost management structures.