November 15, 20257 min read
How Financial Services Can Use GenAI Safely
Governed GenAI for financial services — RAG with citations, agent guardrails, model risk management, and compliance-ready audit trails.
Ground answers in approved sources
RAG with mandatory citations reduces hallucination risk for policy, product, and compliance queries.
Agent guardrails
Define tool boundaries, approval workflows, and blocked actions for customer-facing and back-office automation.
Model risk alignment
Map AI deployments to existing model risk management frameworks with evaluation evidence and rollback plans.
Audit-ready operations
Centralized logging through Velia Core supports regulatory inquiries and internal audits.