AI initiatives don’t become production-ready simply because an organization has governed data and access to capable models. AI initiatives actually become scalable when the underlying data platform can enforce access controls, withstand failures, deliver predictable performance, provide operational evidence, and connect consumption to business value. That’s why data platforms need their own well-architected framework. Infrastructure…