Score Compliance Risk for an Enterprise AI Rollout Pipeline
Overview
What this challenge is about.
You will design a compliance-risk scoring methodology covering 8 attributes (data residency, model provider, retention policy, PII handling, audit trail, encryption, third-party processors, contractual right-to-audit). Score each attribute on a 1-5 scale, weight per the customer's compliance posture, and aggregate. Prototype a Streamlit dashboard that visualizes per-deployment scores, flags above-threshold deployments, and lets the platform team override with justification. Deliver the methodology paper (6-8 pages) and the working dashboard.
The Brief
What you'll do, and what you'll demonstrate.
Ship a defensible compliance-risk scoring methodology and dashboard that a customer CISO can sign off on for production RAG rollouts.
Earning criteria — what you'll demonstrate
- Design scoring rubrics that are defensible to external auditors
- Combine multi-attribute risk scores into a single decision-grade view
- Build override workflows that preserve audit trails
- Communicate methodology choices to a CISO audience
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
Careers
Roles this prepares you for.
Real titles. Real skill bridges. Pick the one closest to your trajectory.
Career paths this builds toward
Canonical rolesAI Safety Researcher
Designing defensible compliance-risk methodologies is a fast-growing AI safety researcher specialization at enterprise-AI companies.
This challenge sharpens
- compliance-modeling
- policy-design
- audit-readiness
AI Solutions Architect
Standing up CISO-facing risk dashboards is a recurring solutions-architect responsibility in enterprise AI deals.
This challenge sharpens
- decision-support-systems
- risk-scoring
- compliance-modeling
AI Product Manager
Owning the override workflow and dashboard product surface mirrors what AI PMs ship on compliance-adjacent platform products.
This challenge sharpens
- decision-support-systems
- risk-scoring
- streamlit