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AI Software for Fintech and Finance

Finance teams drown in documents, reconciliations, and exception handling. We build AI workflows that accelerate processing while preserving approval chains and auditability.

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Problems we solve

  • Invoices and statements need manual keying

    Vision and document models extract structured data with confidence scoring and review queues.

  • KYC and onboarding packets slow new accounts

    Agents collect missing fields, validate IDs against rules, and prepare cases for analyst review.

  • Leadership waits on weekly manual reports

    Reporting agents pull from warehouses and ERPs, draft summaries, and flag anomalies.

Example: B2B payments operator

Automated invoice intake from email attachments into ERP drafts with mismatch detection against purchase orders.

  • 70% reduction in manual keying time
  • Exceptions routed with full context in Slack
  • 8-week rollout including adversarial testing on extraction prompts

Compliance note: Segregation of duties, immutable audit logs, and encryption in transit/at rest are baseline. We align with your SOC and regulatory checklist.

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From the blog

Industry FAQ

Do agents approve payments?
No—agents prepare and route; humans approve money movement unless you define stricter automated rules.
Can models run in our VPC?
Yes, when data residency requires private deployment or dedicated inference.