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Insurance Solutions

Artificial intelligence

Overview

Enhancing expertise

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Solutions

Milliman AI solutions

Milliman Datalytics-Defense

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Insight

Milliman AI insight

White paper

Actuarial use cases, model development, and governance in Julia

We make the case for why (re)insurers and pension plans should consider using the programming language Julia for critical actuarial, reserving, and ALM models.

White paper

Process automation in actuarial modelling: A PRT pricing case study

Pricing bulk purchase annuities: We show how AI tools can automate data checks, extract key information, and reformat data for model input.

White paper

GPU: Exploring use cases in actuarial modeling

Introduction, applicability, benchmarks, and cost-performance overview

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.

Products

Milliman AI products

Predictive analytics

Nodal

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ファイナンシャル・モデリングとインダストリアライゼーション(自動化)

Integrate

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Litigation cost analytics

Datalytics-Defense

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Services

Milliman AI services

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