Agentic AI Use Cases for Financial Institutions
Discover how Riskavant uses agentic AI to help banks and credit unions improve research, fraud detection, lending operations, customer verification, and claims processing.
Our solutions are designed to interact with business workflows while maintaining human oversight and customer-defined controls.
Research and Audit Preparation
Accelerate research, evidence gathering, and audit readiness.
AI agents help streamline regulatory research, draft documentation, and simulate audit preparation.
Key Capabilities:
- Start regulatory research and identify relevant regulatory updates.
- Create checklists to support audit preparation.
- Draft internal review templates and documentation.
- Submit ServiceNow requests for internal stakeholder feedback.
- Simulate audit reviews with anticipated questions and supporting evidence.
Fraud Analysis and Detection
Enhance fraud detection, analysis, and timely notifications.
Banks can automate fraud analysis and detection, resulting in faster, more accurate, and compliant fraud detection and response.
Key Capabilities:
- Real-time transaction monitoring for suspicious activity.
- Automated fraud detection and notification.
- Contextual investigation and data gathering.
- Automated customer communication.
- Support center response plans.
Loan Origination and Mortgage Applications
Streamline loan origination and mortgage application workflows.
Banks can automate document processing, identify incomplete forms or inconsistencies, and prepare applications for final review by loan officers.
Key Capabilities:
- Document verification and completeness checks.
- Pre-underwriting through credit history and income analysis.
- AI-assisted approval preparation.
- Coordination of regulatory requirements.
- Workflows and communications to keep customers informed.
Know Your Customer (KYC)
Automate and enhance KYC processes and verification.
Riskavant’s initial agentic AI offering includes KYC as a use case to support financial institutions in enhancing their customer verification processes.
Claims Modernization
Modernize claims processing through intelligent automation.
Riskavant’s initial offering includes claims modernization through intelligent automation to support the evolution of claims processing workflows.
Human-in-the-Loop AI
AI Automation with Human Oversight
Our solution is designed to deploy AI agents that interact with business workflows while maintaining a human-in-the-loop approach.
Customers retain control over where and how human intervention occurs. We configure workflows to notify the appropriate individuals or groups at predefined stages and trigger actions based on customer-defined requirements.
These actions may include obtaining approval from an authorized employee or designated group.
Continuous Innovation and Delivery
Developing New Use Cases Around Customer Needs
Our AI Delivery Center brings together former banking and compliance professionals, AI engineers, data analysts, and software developers to design and develop new use cases based on customer priorities and business needs.
Each use case undergoes rigorous testing, validation, and customer sign-off before being deployed into production.
This approach ensures that our solutions are aligned with customer requirements, operational standards, and governance expectations while enabling continuous innovation in agentic AI.
Our five initial use cases represent the foundation of our offering. We plan to continuously expand our portfolio with additional agentic AI capabilities.
Explore How Agentic AI Can Support Your Institution
Discover how Riskavant can help your financial institution improve workflows, strengthen compliance processes, and adopt AI-enabled capabilities.