feature-risk-assessment

To create a legal risk assessment for a product feature, use this Skill to generate a structured, decision-ready document. It identifies distinct risks, likelihood, impact, existing mitigations, and residual risks, producing a 2-4 page work-product style output for escalation.

You need a deep dive risk assessment when a standard launch-review checklist flags novel AI feature concerns, regulatory-active domains, or leadership inquiries. It structures calibrated risks with reasoning, options, and recommendations for specific product areas requiring escalation.

To analyze the regulatory landscape and precedent for an AI governance feature, this Skill generates a structured assessment including relevant regulatory sections. It enforces citation verification to ensure legal accuracy and provides handoffs to AI governance and privacy teams.

The best way to document mitigations and residual risk for a novel product feature is using a structured legal decision document. This Skill outputs calibrated risk scenarios detailing impacted parties, existing mitigations, gaps, and next decisions for leadership review.

Yes, you can use this risk assessment for product areas outside of AI governance. It applies to any single product feature or area needing escalation, including regulatory-active domains or general leadership inquiries regarding what could go wrong.

Yes, the generated legal decision document includes recommendations on what to decide next. It provides calibrated risks with likelihood and impact reasoning, outlines options, and delivers a final recommendation while enforcing work-product handling requirements.