Agentic AI for Finance & Banking
Financial institutions operate under intense regulatory scrutiny, compressed margins, and rising customer expectations. Agentic AI offers a path to dramatically improve operational efficiency and customer experience — without compromising compliance.
High-Impact AI Applications in Finance
AML Transaction Monitoring
AI agents that analyze transaction patterns, entity relationships, and behavioral signals to surface high-risk activity with dramatically lower false-positive rates than rules-based systems.
Intelligent Credit Underwriting
Automate document extraction from loan applications, synthesize alternative data sources, generate underwriting summaries, and flag policy exceptions — reducing underwriting time from days to hours.
AI-Driven Wealth Management
Personalized investment recommendations grounded in client risk profiles, market data, and portfolio constraints. Natural language portfolio explanations for relationship managers and clients.
Regulatory Document Intelligence
Automated extraction and classification of regulatory filings, change monitoring across jurisdiction-specific requirements, and impact analysis for new regulations on existing policies.
Customer Service Automation
Intelligent virtual agents for account inquiries, dispute resolution, product recommendations, and complex query routing. Escalation to human agents with full conversation context.
Trade Operations & Reconciliation
Automated exception management for trade breaks, intelligent reconciliation across clearing systems, and narrative generation for audit trails and exception reports.
Built for the Regulatory Realities of Finance
Every eLightInfo solution for financial services is designed with regulatory requirements as a first-class constraint — not an afterthought.
We map our AI governance frameworks to OCC Guidance on Model Risk Management, Federal Reserve SR 11-7 requirements, DORA operational resilience mandates, and applicable SEC and FINRA AI disclosure requirements.