Global Bank KYC Automation
Reduced KYC review time by 60% with governed agents and full audit trails in 10 weeks.
Reduced KYC review time by 60% with governed agents and full audit trails in 10 weeks.
Last updated:
Challenge
A global bank's KYC backlog exceeded capacity — manual document review created onboarding delays, regulatory exposure, and rising operational cost. Two prior AI pilots failed model risk review due to fragmented context and missing audit trails.
Production deployment — not proof-of-concept
Governed agents with full audit trails
Embedded FDE delivery model
Operational accountability through go-live
Approach
Derisk360 embedded FDEs for a 10-week accelerator: unified KYC context across core banking and document systems via MCP, multi-agent workflow for verification and risk scoring, FDEE eval harnesses calibrated against 50,000 historical cases, and production deployment with human-in-the-loop for high-risk profiles.
Policy engines enforced sanctions and PEP rules before agent actions. Every decision logged with explainable outputs for internal audit.
Results
60% reduction in manual KYC review time. Full audit trail coverage for agent decisions. Passed model risk committee on first submission. Live processing of retail onboarding volume within 10 weeks of discovery.
Client name shared under NDA — book a discovery call for banking references.
Production outcomes, not pilot metrics.
Manual KYC review time reduction.
Discovery to governed production go-live.
Audit trail coverage for agent actions.
Ready for an AI implementation partner?
Book a discovery call and we'll map your highest-value use case — and exactly how we get it into production.
Frequently asked questions
- Can Derisk360 provide references?
- Selected references are available on request during discovery calls.
- What industries are represented?
- Banking, insurance, financial services, and regulated enterprises globally.
- How do I start a similar engagement?
- Book at derisk360.com/book.