AI agents speed banks’ response to regulatory change

Financial institutions are deploying AI agents to gather contract terms, supplier records, financial ledgers, organisational charts and policy documents so specialists can assess regulatory changes faster and reduce manual coordination across legal, finance, HR and IT.

Regulatory changes create tasks across multiple functions. Teams must identify affected contracts, review suppliers and customers, collect reporting data and determine whether processes, costs or staffing need to change. The time required to locate information across different systems and connect implications across departments can delay responses.

AI agents connect data sources and normalise documents. They can flag contracts that include relevant clauses, identify suppliers linked to restricted jurisdictions, extract fields required for regulatory reports and map which internal processes reference an updated rule. The tools are designed to present context for experts to review and validate.

Integrating agents into compliance workflows requires secure, auditable access to source systems, rules for validating model outputs, and coordination between technical and business teams. IT and data teams must provide connectors to contract repositories, ERP and HR systems. Compliance and legal teams must define regulatory logic and validation checks. Finance, procurement, operations and HR supply transactional context and assess cost and staffing effects.

A typical workflow begins with detecting the regulatory change, gathering and normalising relevant documents and data, running agent-driven analyses to identify impacted contracts, counterparties and processes, and presenting concise findings for legal and compliance review. Institutions then plan remediation, reporting and any supplier or workforce actions, and track implementation and ongoing monitoring.

Key stakeholders in a rollout include compliance officers, legal counsel, finance leads, HR managers, procurement and supplier managers, IT and data teams, and operations personnel. Each stakeholder validates agent outputs: legal confirms clause interpretation, finance verifies reporting fields and cost estimates, HR assesses staffing impacts, and procurement reviews supplier relationships. Role definitions and audit trails support accountability for regulators.

An industry webinar hosted in association with Workday will convene experts to discuss how AI agents can be used in compliance processes. The session will be moderated by Jane Cooper and cover practical steps from identifying regulatory change through to implementation and monitoring.