Handle the five AI data strategy objections

Speed objection Governance will slow us down. A sponsor wants to skip intake for a low-risk pilot. Your line A predictable two-day intake is faster than discovering privacy, ownership, or quality gaps after the demo. Arguing governance as a principle instead of showing how it reduces rework. NIST and ISO both support lifecycle risk management; early controls prevent late surprises. Data maximalism The model should use all available data. The team wants broad access for better recommendations. Let us use the data that is necessary for this decision, controlled for this risk, and expand only when evidence shows the value…

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