AI Agent for Regulatory Reporting
Prepare regulatory reporting packs from primary data, policy references, prior submissions, owner inputs, reviewer comments, and sign-off history while keeping provenance visible.
Regulatory reports are assembled by hand from systems nobody fully owns
Bank reporting teams reconcile numbers, narratives, source systems, commentary, and reviewer changes under time pressure. The hardest part is proving where each statement came from.
Primary data is fragmented
Risk, finance, treasury, operations, compliance, and business systems each own part of the report.
Narratives need evidence
Commentary and variance explanations must connect to real data, assumptions, and owner inputs.
Reviewer cycles are messy
Comments, changes, approvals, and late adjustments can scatter across emails and spreadsheets.
Audit wants lineage
A report is only defensible if the bank can show source, transformation, reviewer, and sign-off history.
Regulatory reporting with provenance built into the workflow
Gather
Source-Linked Report Assembly
Numbers and narratives point back to origin.
The agent gathers relevant tables, source extracts, prior filings, policy references, owner commentary, and supporting evidence into a report workspace.
- Primary data references
- Prior submission comparison
- Owner input collection
- Supporting evidence map
Lineage attached
Draft
Narrative and Variance Preparation
First drafts with assumptions visible.
It drafts report commentary, variance explanations, open questions, and reviewer prompts with each claim linked to source context.
- Variance narratives
- Open question list
- Source-backed commentary
- Reviewer prompts
Reviewer ready
Approve
Reviewer and Sign-Off Trail
The approval path stays intact.
The agent tracks owners, review status, requested changes, approvals, evidence gaps, and final sign-off for audit and supervisory review.
Submission controlled
Where the Regulatory Reporting Agent pays back
Periodic Regulatory Packs
Assemble repeat reports with prior-period comparisons and evidence maps.
DORA Evidence Packs
Collect resilience evidence, owners, incidents, controls, and review status.
Risk and Capital Reporting
Prepare source-linked commentary and variance explanations for risk teams.
Regulatory Change Impact
Map new requirements to report templates, owners, data sources, and controls.
Reviewer Coordination
Track comments, open questions, approvals, and sign-off readiness.
Audit Preparation
Produce lineage records that show how the report was assembled and approved.
What changes after rollout
Questions about the Banking Regulatory Reporting Agent
What is a banking regulatory reporting agent?
A banking regulatory reporting agent assembles report packs from primary data, prior filings, policy references, owner inputs, reviewer comments, and sign-off records with provenance attached.
How is a banking regulatory reporting agent different from a generic chatbot?
A generic chatbot can draft a paragraph. The Regulatory Reporting Agent coordinates source-linked data, owner review, evidence maps, changes, approvals, and audit-ready sign-off trails.
Can it run on-premise with private company data?
Yes. It can run on-premise or in a sovereign cloud so regulatory data, risk information, management commentary, and submission evidence remain inside the bank.
What does it produce?
It produces report drafts, evidence maps, variance narratives, data lineage notes, owner request lists, reviewer packs, sign-off logs, and audit preparation files.
Where does it fit in a governed AI program?
It fits across finance, risk, compliance, treasury, operations, and regulatory affairs, often working with Compliance Monitoring, Treasury & Risk, and Reconciliation agents.
Agents that work well alongside this one
Tools this agent can be assigned
On VDF AI you assign tools to an agent. This one can be equipped with the following — open any tool to see how it works and which other agents use it.
Related resources
Assemble regulatory reports with evidence instead of last-minute archaeology
See the Regulatory Reporting Agent connect data, owners, reviewers, and sign-off in one governed workflow.