Clear Signal
A concept for taking repetitive reading and routing work off operations teams, while keeping people in control of edge cases.
Challenge
Operations teams spend hours reading, keying and routing incoming documents by hand, and response times vary with workload.
Approach
Combine document extraction and classification models with simple business rules, and send low-confidence cases to people for review.
Solution
- Document intake from email and upload
- Field extraction and request classification
- Confidence thresholds with human review queue
- Routing into existing case-management tools
- Feedback loop to improve accuracy over time
Technology
- Document AI and language models
- Workflow automation
- Review interface
- Audit logging
Results
This is a demonstration project, so there are no client results to report. If delivered, success would be measured by:
- Handling time per document
- Extraction accuracy
- Share of cases routed without manual work