Pinpoint Predictive is a company that provides risk assessment and predictive analytics services for property and casualty (P&C) insurers. Founded in 2015 and based in San Mateo, California, the company offers a platform that uses machine learning and behavioral insights to help insurers improve their underwriting and actuarial decisions. Its primary service is a risk selection platform that aims to quantify profitability and improve loss ratios for P&C insurers.
Its platform uses deep learning algorithms and behavioral predictors to assess individual-level risk for homeowners and personal auto insurance. It predicts claims frequency, claims severity, loss cost, the likelihood of litigation, SIU referral, cancellation, and premium leakage. The system analyzes trillions of individual behavioral predictors on over 250 million US adults to generate these predictions. Pinpoint's service is typically used at two key points: Before a customer signs up and before policy renewal.
Key customers and partnerships
In January 2023, the company announced a partnership with Glacier Insurance Company, enabling Glacier to leverage Pinpoint's top-of-funnel predictions to streamline customer experiences and improve risk selection.
In November 2022, Pinpoint joined Guidewire's Insurtech Vanguards program, an initiative the P&C cloud platform provider led to connect insurers with innovative InsurTech solutions. This collaboration allowed Pinpoint to work with Guidewire's P&C customers and receive strategic guidance from industry experts.
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