6 AI workflows for Financial Services
Two badges on every card. Complexity describes the build. Deployment describes where it runs.
Invoice intake, coding and three-way match
Reads incoming invoices, codes them, matches each to the purchase order and receipt, and routes exceptions to a person. Nothing outside tolerance is posted without approval.
Systems: NetSuite · Coupa · Bill.com
- Complexity: Standard
- Deployment: Platform-native
KYC onboarding document review
Collects onboarding documents, checks them against the KYC checklist, and drafts findings with every source noted. A compliance analyst makes the approval decision and the full trail is retained.
Systems: Salesforce · DocuSign · Box
- Complexity: Advanced
- Deployment: HeyQuinn recommended
Loan package completeness check
Reviews loan application packages for missing documents and inconsistent figures, then drafts requests for what is missing. The underwriter makes every credit decision.
Systems: Encompass · nCino
- Complexity: Standard
- Deployment: Platform-native
Bank reconciliation exceptions
Matches bank transactions to ledger entries at month end and lists what is unmatched with a suggested reason. The accountant clears each item.
Systems: NetSuite · QuickBooks · Bank feeds
- Complexity: Standard
- Deployment: Platform-native
Client service email triage
Classifies inbound client email (statements, transfers, address changes), drafts replies for routine requests, and routes anything involving money movement to a representative, who sends every reply.
Systems: Salesforce · Microsoft Outlook
- Complexity: Starter
- Deployment: Platform-native
Suspicious activity case summary
Assembles transaction history, prior alerts and account context into a case summary for each alert. The investigator decides whether to escalate or file; the agent never closes a case.
Systems: NICE Actimize · Core banking
- Complexity: Advanced
- Deployment: HeyQuinn recommended