AI initiatives rarely fail because of weak technology—they fail because financial ownership and execution discipline are missing. This CIO playbook reframes AI execution through the lens of IT Financial Management. By structuring ITFM modules around budgeting, forecasting, and cost accountability, enterprises can connect AI initiatives directly to financial outcomes. The playbook addr... https://altios.ai/blog/post/from-ai-pilots-to-agentic-execution-a-cio-playbook-for-value-control-and-roi