Dr. Vianney C. · Applied AI Governance Portfolio

AI Feature Safety & Privacy Launch Gate

A reusable technical-program-management tool for shipping AI features responsible-by-design, from the base model harness to the final app UI. Score safety, privacy, and security, translate legal and ethical requirements into engineering specifications, track dependencies, and generate an executive launch-readiness decision.

Responsible-by-design
Multi-modal monitoring flywheel
GDPR / CCPA
LLM / RAG / agentic
On-velocity delivery

1. Feature intake

3. RAID tracker (risks, assumptions, issues, dependencies)

TypeItemOwnerStatusBlocking?

4. Launch gate decision

0%Overall readiness
Weakest dimension
0Blocking RAID items
Assess to see gate

5. Executive launch-readiness summary

Click “Generate summary” after scoring the feature.