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Published 20 May 2024· via aimresearch.co· Research report

Insurance providers transform claims, underwriting, and customer service with generative AI

Shift Technology, Lemonade · Insurance · United States

Headline result

↓ ≤40 h

time

As reported by the source; not independently verified.

Summary

Multiple leading insurance firms are pioneering generative AI solutions using Microsoft Azure OpenAI Service and other generative models. Shift Technology streamlines claims processing by analyzing vast insurance data and automating decision-making workflows, while Sixfold accelerates underwriting with explainable AI models. Lemonade uses AI-driven chatbots to resolve half its claims in seconds, enhancing both productivity and consumer satisfaction. Health Harbor automates insurance benefits verification with deep EHR integration, saving clinics dozens of hours weekly. Snorkel AI enables tailored risk assessment models that ingest large, diverse datasets. Appian automates policy document analysis and classification with real-time Copilot support. Across these use cases, generative AI is driving automation, efficiency gains, cost savings, risk mitigation, and a new level of customer engagement in insurance processes.

The problem

  1. 01Manual, slow claims processing and underwriting in insurance
  2. 02High operational costs and error rates in document analysis and verification
  3. 03Difficulty in scaling accurate fraud detection and customer query response
  4. 04Fragmented data flow and lack of real-time automation

What they built

  1. 01Automated claims processing and fraud detection by Shift Technology using Azure OpenAI
  2. 02Sixfold applies generative AI for fast, traceable, and explainable underwriting
  3. 03Lemonade uses AI chatbots for rapid claim resolution and payout automation
  4. 04Health Harbor integrates generative AI for benefits verification in clinics
  5. 05Snorkel AI develops customizable risk assessment models for insurance,

Reported results

  1. 01Claim processing time reduced from days to seconds (Lemonade)
  2. 02Up to 50% of claims handled autonomously (Lemonade)
  3. 03Up to 40 hours/week saved in clinics via automated benefits verification (Health Harbor)
  4. 04Improved underwriting competitiveness and capacity (Sixfold and partners)
  5. 05Enhanced scalability and compliance in document handling
  • Accelerated claims resolution
  • Added explainable AI underwriting
  • Improved consumer satisfaction
  • Enhanced scalability and compliance

Source

aimresearch.co

Research report · 20 May 2024

How this deployment compares

Computed from the library · data 10 Nov 2026

Shift Technology has 4 deployment records in the library, from 2023 to 2025. It is one of 105 claims automation deployments, 92 of them in Insurance.

Shift Technology in the library

4 deployment records from Shift Technology, 2023–2025

  1. Mar 2023Shift Technology accelerates fraud detection and claims processing for insurersClaims automation
  2. May 2024This record · Claims automation
  3. Apr 2025Shift Technology revolutionizes insurance fraud detectionClaims automation
  4. Jun 2025Shift Technology Uses Microsoft Azure OpenAI for AI-Powered Insurance Claims Fraud Detection and AutomationClaims automation

Shift Technology is also named in 1 multi-company roundup.

Followed upA newer Shift Technology record from 2025 is in the library, so the AI program continued after this announcement.

Same pattern, whole library

One of 105 claims automation deployments

  • Insurance accounts for 92 of them (88%), more than any other industry.
  • 45 records of this pattern came before it; 46 have been published since.
  • Only 24 of the 105 put a number on the result (23%).
Provider mix
  • Microsoft74%
  • AWS17%
  • GCP10%
Most-used technology
  • Azure OpenAI 34
  • Azure AI 25
  • Azure 15
  • Copilot 9
  • Azure AI Document Intelligence 8
  • AWS Lambda 8

Outlined: used in this record.

Shares describe this library, not the whole market.

Results against peers

What peers report

  • Time & speed29 figures, Insurance · middle half 30%–80%40%median reduction
  • Customer experience51 figures, all industries · middle half 20%–90%25%median increase
  • Risk, reliability & safety13 figures, all industries · middle half 60%–90%70%median reduction

Peer figures are as reported by their sources; percentage claims only.

How we checked this record

Evidence tier: verified

A primary source with a named customer and a supported deployment status.

Named organization
Shift Technology, Lemonade
Who published the source
A third party (press or analyst)
Deployment status
Production (confidence 95%)
Quantified result
The source reports at least one figure
Source link
Online at last check

Last re-checked 13 Jun 2026.

Same pattern, other organizations

All claims automation deployments
  1. 4 Aug 2026
    Insurance

    Simpego automates Swiss insurance-claim document extraction with Amazon Bedrock

    Simpego · Claims automation · AWS

    Simpego uses Anthropic Claude Opus on Amazon Bedrock in a serverless, event-driven pipeline to extract structured claim-document data and prefill its claims platform for specialist review. The pipeline handles variable-format multilingual Swiss documents, validates output schemas and invoice arithmetic, and keeps claims specialists as final decision-makers.

  2. 15 Jul 2026
    Finance

    Visma automates travel and expense claim validation with Amazon Bedrock

    Visma · Claims automation · AWS

    Visma, through M2 by Visma, built M2 Tarkka to automate validation of travel and expense claims on AWS. The solution combines deterministic rules with LLM-powered checks to interpret contextual free-text descriptions and apply Finnish tax and policy rules. Visma also added an AI agent so customers can upload travel policies and ask natural-language questions with source-attributed answers.

    AgenticExploring

  3. 4 Jul 2026
    Insurance

    Gallagher: AI as a force multiplier for trusted advisors (claims summarization + quote automation)

    Gallagher · Claims automation · Microsoft

    Gallagher, a global insurance broker and risk management firm, built an AI platform on Microsoft Foundry to support secure enterprise AI in a highly regulated environment. The company deployed Microsoft 365 Copilot across 70,000 employees and used Copilot Studio to create governed agents connected to internal systems. AI is applied to claims summarization, document-heavy workflows, multi-line quote letter automation, and RFP automation with human oversight and strict data boundaries.

    AgenticProduction

  4. 9 Jun 2026
    Insurance

    Hands-free FNOL intake with Strands Agents and Amazon Bedrock AgentCore Browser Tool

    Strands · Claims automation · AWS

    This article describes a hands-free first notice of loss (FNOL) intake prototype for insurance claims. It combines Strands Agents for insurance-specific reasoning with Amazon Bedrock AgentCore Browser Tool and Amazon Nova Act to operate existing portals, tag multimodal evidence, and produce decision-ready intake for adjusters.

    AgenticProduction