By industry · Financial services
Financial Services
Banking, lending, treasury, and compliance.
Retail banking, lending, treasury, wealth, and compliance teams running agentic workflows on top of core banking systems, with every decision logged for the examiner.
01Where it breaks today
The pain points we hear before the first call ends.
Onboarding and account opening bottlenecked by identity verification and compliance checks
Lending and mortgage operations slowed by manual document handling and long approval timelines
Payments and treasury exception rates climbing as real-time payment volume grows
KYC/AML review still manual as the regulatory workload keeps expanding
Month-end close stuck on invoice matching exceptions and bank reconciliation
Advisor time going to portfolio and performance reporting instead of clients
02Where agents take over
Use cases, by area of the business.
Retail Banking
Onboarding, account services, and payments.
- Digital onboarding with automated identity verification and document capture
- Account opening and KYC checks completed in minutes, not days
- Real-time payment exception handling and dispute triage
Lending
Mortgage operations, underwriting, servicing, and collections.
- Document data extraction from loan files and account-opening packets
- Automated underwriting checklists and condition tracking
- Collections outreach and delinquency triage
Wealth Management
Portfolio reporting, compliance, and client service.
- Portfolio and performance reporting orchestration
- Beneficiary updates and client service requests
- Trade surveillance and suitability checks
Treasury & Payments
Exception management, real-time payments, trace investigations.
- Automated wire transfer repairs and ACH return processing
- Real-time payment exception handling
- Trace investigations and format-mapping resolution
Compliance Operations
KYC/AML, audit readiness, control testing.
- CDD/EDD checks, UBO resolution, adverse media screening, risk scoring
- Full audit logging with timestamps and user attribution
- Control attestation support and examiner readiness
Finance & Accounting
Accounts payable, reconciliations, close processes.
- Invoice-to-PO matching and journal entry automation
- Bank reconciliation and vendor query resolution
- Month-end close acceleration
03What we deploy
Agentic capabilities we bring on day one.
Identity verification, CDD/EDD checks, UBO resolution, adverse media screening, and risk scoring
Automated wire transfer repairs, ACH return processing, and real-time payment exception handling
Portfolio analysis orchestration, invoice-to-PO matching, and journal entry automation
Document data extraction for loan files and account-opening packets
Exception routing and escalation workflows for high-risk decisions
Policy enforcement embedded directly in workflows, with sensitive-data masking
Full audit logging with timestamps and user attribution for examiner readiness
Enterprise-grade security posture, SOC 2 / ISO 27001-aligned controls
Related solutions
More ways we map to your business.
Ready to scope financial services for your team?
We will tell you honestly which of the above is a four-week build and which needs a longer runway.