Most enterprise AI architecture guides start with the wrong question. They ask “cloud or on-prem?” when they should ask “what are we actually trying to protect, and what does our organization need to function?”

The result: teams build infrastructure that doesn’t match how their organization actually adopts AI, or they over-engineer for compliance...