See the real results: proven AI in insurance operations | Firemind
Case study

See the real results: proven AI in insurance operations

Industry: Insurance

About

Insurance COOs and CUOs are proving the impact of AI workflows in weeks, not years. Firemind’s governance-first, AWS-native solutions are already delivering measurable results in underwriting and operations. 

Case / ClientAI workflow & use caseKey results Time to value & benefits
Industry leader – unstructured dataRAG with Amazon Kendra & Bedrock9/10 claim response accuracy; superior summarisationFaster decision-making
MRH Trowe – property report reviewGenAI workflow with Textract, SageMaker & Step Functions2.5 h → 7 min review time; higher accuracy & repeatabilityDelivered in ~4 months; freed account managers

Industry leader – a real way to sort through unstructured data at scale

Challenge

A leading specialty insurance broker held more than 16 terabytes of unstructured data in its document management system - emails, PDFs, spreadsheets - with limited metadata. Extracting insights was slow and often impossible, leaving valuable knowledge underutilised. 

Account managers manually reviewed long property reports, extracting “green” and “yellow” field data into spreadsheets - a 2.5-hour process per document that limited client-facing time. 

Firemind implemented a Retrieval Augmented Generation (RAG) workflow using Amazon Kendra and Bedrock, enabling employees to query documents in plain language and get accurate answers.

Firemind designed an automated GenAI workflow orchestrated with AWS Step Functions, Textract, SageMaker, and Pulse. Property data was extracted, structured, and reviewed in minutes, with human oversight before submission. 

Results

  • 9/10 accuracy on claim file responses

  • Claude 2.1 delivered superior summarisation accuracy

  • Faster, more informed decision-making across teams

MRH Trowe – cutting property report review from 2.5 hours to 7 minutes

  • Reduced review time from 2.5 hours → 7 minutes

  • Delivered in just 4 months from first meeting to production

  • Higher accuracy and repeatability in data extraction

  • Freed account managers for client engagement

The COO takeaway

Both cases show how AI, applied to specific operational bottlenecks, delivers immediate and measurable gains:

  • 75%+ faster processing
  • 3× more underwriting/ops capacity
  • Proven in production, not just pilots

Firemind combines deep insurance expertise with AWS-native AI and NVIDIA acceleration to deliver operational excellence through proven AI.

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