AI is Infrastructure

AI becomes strategically useful when it is treated as a shared capability rather than a collection of isolated features.

Notes

• Model access as a platform capability
• Shared evaluation and observability
• Knowledge and permission boundaries
• Human approval for consequential actions
• Provider independence where it creates real value