Document Automation
Automating underwriting processes by using a Human in the Loop approach to data annotation.
Client
Insurance provider
Industry
Insurance
Date
22.05.2024
70%
Less manual handling
3x
Faster turnaround
100%
Decisions traceable
Underwriting teams spent hours manually reading, classifying and re-typing information from submission documents. Volumes were growing faster than the team, and every manual step introduced the risk of costly errors.
We built a document automation pipeline that extracts and classifies the relevant data automatically, while routing low-confidence cases to a human reviewer. Every correction made by the reviewer is fed back into the model, so accuracy improves continuously without a separate labelling project.
Straight-through processing for the majority of standard submissions
Human effort focused only on genuinely ambiguous cases
Continuously improving accuracy through reviewer feedback
Full audit trail for every automated decision
Let's talk about how we can deliver measurable results for your organisation.
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