AI-Assisted Claims Operations Workbench
An internal workbench combined retrieval, summarization, and structured review support to reduce the time analysts spent preparing complex claims files.
Timeline
10 weeks
Delivery model
Product and platform collaboration
Scope
Internal AI operations tool
Project at a glance
A quick operational view of the engagement, the capability areas involved, and the technical footprint behind the delivery.
Industry
Services
Stack
Region
Challenge
The operating problem
Claims analysts were buried in fragmented case context before they could even begin decision work.
Problem
Analysts were spending significant time reading fragmented case files, internal notes, and supporting documents before they could begin higher-value decision work.
Solution
How the workflow was improved
The workbench combined AI support with human review so analysts could move faster without losing control.
Solution
NAFS built an AI-assisted review workbench that pulled together case data, summarized supporting context, and highlighted missing or inconsistent information while preserving analyst control over decisions.
Outcomes
What changed after delivery
Reduced time spent preparing files for analyst review
Improved consistency in how supporting information was surfaced
Established guardrails and feedback loops for ongoing model refinement
Timeline
10 weeks
Delivery model
Product and platform collaboration
Scope
Internal AI operations tool
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