Case Studies

Auto Case Study: Loss Cost Model to Optimize Marketing Spend

• Client: National Auto Carrier
• Line of Business: Auto Insurance
• Number of Policies: 714,577
• Average Premium: $2,495
• Use Case Focus: Customer Acquisition

Auto Case Study: Claims Severity Predictions

• Client: National Auto Carrier
• Line of Business: Auto Insurance
• Number of Policies: 714,577
• Average Premium: $2,495
• Challenge for Auto Insurer: A national auto insurance carrier…

Auto Case Study: Litigation Risk Scores

• Client: National Auto Insurance Insurer
• Line of Business: Auto Insurance
• Model Trained: 130,000 Claimants
• Use Case Focus: Claims and Litigation
• Description: A national insurance carrier partnered with…

Home Case Study: Claims Frequency Prediction to Optimize Growth

• Client: National Home Insurance Carrier
• Line of Business: Home Insurance
• Number of Policies: ~300,000
• Average Individual Premium: $2,900
• Description: A national home insurance carrier partnered with Pinpoint…

Home Case Study: Loss Cost Prediction to Reduce Non-Weather Water Losses

• Client: National Home Insurance Carrier
• Line of Business: Home Insurance
• Number of Policies: ~150,000
• Average Individual Premium: $1,291
• Description: A national home insurance carrier partnered with Pinpoint…

Auto Case Study: Loss Cost Prediction to Optimize Growth

• Client: National Auto Carrier
• Line of Business: Auto Insurance
• Number of Policies: 80,000
• Average Premium: $1,500
• Challenges for Auto Insurer: A national auto insurer partnered with…