Agentic AI for FinTech
AI agents that help financial services teams with onboarding checks, reconciliation, dispute handling and reporting, with every decision that matters approved by a person and fully logged.
Where FinTech Teams Lose Time
Growth usually means more manual review, more exceptions and more pressure on compliance.
Manual onboarding review
Analysts gather documents and check details across several systems before a customer can be approved.
Reconciliation exceptions
Mismatched transactions pile up and are worked through by hand at month end.
Disputes and queries
Customer disputes need evidence gathered from multiple sources before anyone can respond.
What Agents Can Do
Agents prepare the work. Your team makes the decisions.
Onboarding preparation
Collect and check documents, flag gaps and prepare a summary for the analyst to approve.
Reconciliation support
Match transactions, explain likely causes of breaks and propose adjustments for review.
Dispute case packs
Gather transaction history and evidence into a draft case for a team member to review and send.
Regulatory reporting drafts
Assemble figures and commentary from agreed sources for sign-off.
How It Works
Pick one workflow
We start with a single, well-understood process and agree what good looks like.
Map data and rules
We document the systems, policies and approval points involved.
Build with approvals
The agent prepares work; people approve anything that affects a customer or a ledger.
Measure and extend
We report against the baseline before deciding, with you, whether to expand.
Where People Stay in Control
No automated credit or compliance decisions
Agents recommend and explain; people decide on approvals, declines and filings.
Evidence with every recommendation
Each output shows the data and rules it relied on.
Audit-ready logs
Inputs, outputs and approvals are recorded for internal audit and regulators.
What We Measure
Measures are agreed during the readiness diagnostic and reported against your baseline.
Handling time
Time from case opened to case ready for decision.
Exception backlog
Open reconciliation or dispute items over time.
Rework rate
How often prepared work needs correcting before approval.
Frequently Asked Questions
Will the agent make lending or compliance decisions?
No. Agents prepare and recommend. Decisions with regulatory or customer impact stay with your staff.
How is customer data protected?
We work within your security controls, use least-privilege access and agree data handling and retention with you before any build.
Can this work with our core banking or payments platform?
Usually yes, through existing APIs, reports or read-only views. We assess this during the diagnostic.
Related
Finance & Accounts Payable Agent
An illustrative use case: invoice matching with approval before payment.
Governance & Trust Center
How we handle data, approvals, audit trails and access control on every build.
Start With a Free 30-Minute AI Opportunity Review
We will look at one workflow with you and tell you honestly whether it is ready to automate, and what to fix first.
Not ready to talk yet? Get the AI Readiness Checklist →