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Assistant Analyst – Comparison of Voluntary Health Insurance Proposals

Budget savings by identifying hidden terms and exclusions

Reducing analysis time from several hours to minutes

Client

Turbine equipment manufacturer

Objective

Automated analysis and comparison of voluntary health insurance (VHI) proposals from different providers to select the optimal contract

Challenges / Specifics

Heterogeneous input data formats
Multiple evaluation criteria: finances, coverage, exclusive services (in-home care, dentistry)
Need for subjective assessment of proposal “exclusivity”
Requirement for a clear output for management (ranking)

Technical Solution

Developed an automated pipeline for processing VHI proposals based on LLM

Implemented loading and parallel processing of multiple files from different insurance providers

Configured information extraction based on specified criteria (dentistry, financial terms, service coverage)

Results

Business value

Ability to quickly adapt evaluation criteria for new tasks (procurement, outsourcing, etc.)

Budget savings by identifying hidden terms and exclusions

Reduced legal department workload on routine operations

Reducing analysis time from several hours to minutes

Automatic identification of compliance with technical specification requirements