Financial services
Financial services document automation
How a regulated financial services team reduced repetitive document review with extraction, routing, and human-in-the-loop checks.
40–60% reduction
Repetitive ops workload
3–6 weeks
Typical go-live
Kept on exceptions
Human review
Problem
Operations teams spent hours on manual document intake, classification, and handoffs between compliance, underwriting, and support queues.
Approach
- Mapped the highest-volume document types and failure points in the existing intake process.
- Built extraction and classification against production samples with accuracy gates before go-live.
- Connected outputs to the team's CRM and ticketing tools with audit-friendly logging.
- Rolled out one workflow first, then expanded after exception handling was stable.
Outcome
Core document workflows now run with automated extraction and routing, with exceptions escalated to the right owners instead of email chains.