# 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

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## 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…

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## 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…

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## 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…

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## 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…

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## 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…

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