Choose a feature-store approach based on reuse, governance, risk, and operational maturity.
Platform fork Three AI teams want reusable features, but no one can say which features are shared, who owns them, or what control problem the platform solves. Technology can enforce a system only after the operating model is clear enough to encode. Risk-fit sequencing Control need before platform choice ISO 42001 asks organizations to manage AI risks and opportunities through a management system. A feature store is worth it when it carries real controls: reuse, access, lineage, parity, and monitoring. Buy platform Tool first, controls later A platform decision tied to AI control needs. Do not buy a control system…
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