Expert system inquiries optimization

Reduced bottlenecks and enhanced overall performance

Meet our client


CUSTOMERA CEE insurance market leader

How we did it’s client, a leading CEE insurance company, holds a major share in the car insurance market in the region. As motor insurance is a significant part of its portfolio, decreasing the cost of claims handling is of utmost importance.

The challenge

Insurance companies frequently rely on external systems to provide information on repair processes and car parts that get damaged in road events. The challenge is in cutting the cost of queries to external systems by reusing information they already have.

The solution

To tackle the challenge, produced a machine learning model to identify repetitive inquiries on various models and damage types. The solution analyzes historical data to help estimate repair costs without querying external expert systems.

The effect

The solution showed the potential for reducing the costs of querying external expert systems by better utilizing insurers’ data.’s team proposed changes in the process of preparing the inquiries to allow for greater automation and cost savings.

Contact us

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  •, Inc.
  • 2100 Geng Road, Suite 210
  • Palo Alto, CA 94303
  • United States of America
  • Sp. z o.o.
  • al. Jerozolimskie 44
  • 00-024 Warsaw
  • Poland
  • ul. Łęczycka 59
  • 85-737 Bydgoszcz
  • Poland
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