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AI Everywhere’ Mandates Fail Without Credible Use Cases and Human Checkpoints
Corporate Compliance Insights – Broad top-down mandates to use AI fail because they’re too vague to act on, while unmanaged employee experimentation can expose sensitive data to unauthorized parties. Molly Lebowitz of management consultancy Propeller argues that successful AI adoption requires identifying bona fide use cases and establishing clear human checkpoints — and making it easier for employees to experiment safely rather than trying to shut down experimentation.