Context: Capgemini – enterprise risk assessment for global clients.
Challenge: Manual risk questionnaires and inconsistent scoring across domains (security, compliance, operations). Needed a scalable, explainable AI-driven assessment.
Solution: Designed and led development of an AI-driven risk assessment platform using adaptive, LLM-powered questionnaires. Built a KPI-based risk scoring engine that normalizes multi-domain metrics and computes weighted risk scores. Implemented automated report generation with domain-wise breakdowns and actionable recommendations.
Outcome: Consistent, auditable, and explainable risk evaluation for high-stakes technology decisions.