Insurtech Eye — Insurance Technology News

Outmarket AI Unveils AI-Powered Loss Run Extraction and Analysis for Insurers

17 July 2026

Press Release: Outmarket AI Unveils AI-Powered Loss Run Extraction and Analysis for Insurers | Featured Image by FF News

Quick Summary

Outmarket AI solves the challenge of manual data entry in underwriting by launching an AI-powered loss run extraction tool. This technology automates the analysis of historical claims data, allowing insurance providers to process risk assessments faster and improve the accuracy of policy pricing for commercial clients.

How Does AI-Powered Loss Run Extraction Improve Underwriting?

The AI-powered loss run solution eliminates the bottleneck of manual document review. By utilizing advanced machine learning, the platform scans unstructured PDF files and legacy documents to pull critical data points instantly. This shift allows teams to:

  • Reduce manual data entry by up to 90%.
  • Improve risk assessment accuracy through standardized data.
  • Accelerate quote turnaround times for brokers and agents.

Underwriters no longer need to spend hours cross-referencing claims history, as the system identifies frequency and severity patterns automatically.

What Specific Problems Does Outmarket AI Solve for Insurers?

Traditional loss run processing is prone to human transcription errors and significant delays. Outmarket AI addresses this by providing a scalable cloud-based infrastructure that handles thousands of pages simultaneously. The platform ensures that critical claims data is captured regardless of the document format or carrier layout. This capability is essential for commercial insurance carriers looking to modernize their tech stack without replacing core legacy systems. By focusing on high-fidelity data extraction, the tool ensures that the underlying risk profile is based on 100% of available historical data.

FF NEWS TAKE:

The launch of an AI-powered loss run tool by Outmarket AI definitely moves the needle for the commercial insurance sector. While many insurtechs focus on the front-end customer experience, the real friction lies in the back-office underwriting process. Automating loss run analysis is a pragmatic application of AI that delivers immediate ROI by shortening the sales cycle and reducing operational overhead. This is a significant win for efficiency-minded carriers.

Companies in this story: Outmarket AI

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