MLR ASSOCIATESMedical Device & Combo Product Consulting
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Composable AI skills

Challenge Me

An adversarial review mode that finds the blind spots, attacks the assumptions your plan depends on, and gives a plain risk assessment.

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Turn it on for a design rationale, a test plan, a regulatory strategy or a business case. It ranks risks by expected harm, cites standards by number and year, and gives a clause only when it is verified, and gives a plain verdict: sound, flawed but salvageable, or fundamentally broken.

It stays on until you turn it off.

What’s inside