Advanced Predictive Analytics Consulting Services Qorus-NTT DATA Innovation in Insurance Awards 2025- Nominated

Submitted by

Liberty Mutual Insurance

Premium
22/01/2025 Insurance Innovation
Liberty Mutual has pioneered a data science approach that uses sophisticated predictive analytics to identify and rank the factors driving workers compensation, general liability and commercial auto losses at our largest clients.
Innovation details
Country
United States
Category
Product & Service Innovation
Keyword
Business insurance, Customer experience, Transformation, Prevention, Insurance, Data, Risk management
Business Line
Commercial Insurance
Distribution Channel
Brokers

Innovation presentation

Better controlling the total cost of risk is a core goal of all risk managers.

To help accomplish this, Liberty Mutual Insurance’s industry-leading Risk Control organization pioneered a data science approach that uses sophisticated predictive analytics to identify and rank the factors driving workers compensation, general liability and commercial auto losses at our largest clients. Liberty’s risk control professionals and data scientists consult with each client to understand the core operational challenges they face and to identify factors driving claims. They then generate advanced models and algorithms that model the likelihood of future claims based on historic trends using factors like employee morale, indicators of fatigue, and even customer survey feedback.

This approach provides risk managers with new insights to prevent costly claims, reduce their cost of risk and make the greatest impact across their organization. Additionally, with this approach, they are able to positively influence company goals outside of the risk management program such as employee retention, operational efficiency and customer experience.

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