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Insurance Solutions

Artificial intelligence

Overview

Enhancing expertise

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Solutions

Milliman AI solutions

Your challenges are our priority. Our AI solutions focus on solving the real-world issues you face. Drawing on deep industry expertise and data, we provide end-to-end services that ensure you’re getting return on investment.

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Solution story

Generating efficiencies and staff engagement with AI

Milliman technologists automate manual processes for French insurer

Press release

Milliman wins CMS “Crushing Fraud Chili Cook-Off” Competition with groundbreaking AI solution

Groundbreaking AI solution recognized as best-in-class for combating Medicare fraud

Milliman Datalytics-Defense

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Part 1

AI's impact on the insurance value chain

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Part 2

Rise of the machine-learning models

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Part 3

Global AI regulations and trends

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Insight

Milliman AI insight

Report

AI‑supported anomaly detection in insurance

Ensemble-based unsupervised learning models offer promising alternatives to help carriers better manage anomaly detection in insurance data.

White paper

An application of generative AI in the insurance industry: Analysis of movements in best estimate liability case study

We investigate the emerging threat of AI-generated car crash photos, focusing on how fraudsters exploit the technology to create fraudulent claims.

Report

Accidents that never happened: Generative AI and fraud in motor insurance

As fraudsters submit AI-manipulated images of car crashes, Milliman’s research is helping global motor insurers separate the real claims from the scams.

Article

AI litigation and its impact on D&O insurance

As AI use accelerates and regulatory frameworks adapt, disclosures will evolve and influence D&O underwriting and losses associated with AI-related exposures.

Products

Milliman AI products

Predictive analytics
Predictive analytics

Nodal

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Financial modeling and industrialization
Financial modeling & industrialization

Integrate

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Litigation cost analytics
Litigation cost analytics

Datalytics-Defense

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Services

Milliman AI services

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