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Pinpoint Predictive, Inc.

Pinpoint Predictive empowers P&C insurers to quantify the profitability of current and prospective business earlier, faster, and more accurately than ever before. Pinpoint’s fully automated risk selection platform uses individual behavioral predictors and advanced AI that go beyond traditional variables of ZIP Codes and credit.

Pinpoint bridges the gap between the most powerful behavioral predictions made by the world’s leading tech companies and the specialized requirements of the insurance industry by providing unmatched risk-selection capabilities at various points along the insurance value chain, including customer acquisition, underwriting, claims, etc.

Pinpoint’s Loss Predictions and Risk Scores complement client rating models, regularly revealing loss ratio reduction of 3-10 points without the need to refile or change rates. By focusing on the individual being insured, carriers benefit from significant new and complementary signals on who is driving the car, living in the home, or operating the small business, which may otherwise appear incorrectly, to present similar levels of risk.

Carriers can leverage Pinpoint’s deep-learning-powered actuarial loss predictions within 24 hours via fully automated data onboarding and GPU-based algorithms. Commercial implementation can be done through batch onboarding or a real-time API, all on a self-serve, no-code platform.

With predictions available earlier and more accurately than any other risk solution on the market, Pinpoint is transforming the P&C insurance industry with an AI-driven, real-time, light-lift solution for risk selection.

Backed by more than 100 combined years of comprehensive experience and domain knowledge, Pinpoint’s products are uniquely designed to meet the needs of insurance businesses of every size.

AAIS Member Benefits

Custom Models for Modern Risk Analysis

Pinpoint Predictive, leveraging the experience/assets of AAIS, is accelerating access to its models, giving insurers instant insights to match the pace of AI-driven decision-making. The company builds custom predictive models tailored to each insurer’s book of business, helping improve risk segmentation, loss ratios and scale underwriting intelligence. These custom proprietary models can be production ready in less than a week. While Pinpoint Predictive’s automated platform takes care of the build process and scoring, it also allows clients to quickly implement real-time integrations into existing workflows.

Examples of the data-driven automations supported by the company’s custom model service include:

  • New Customizable Models for 2025 – 2026
  • Comp Rater Display identifies lower-value quotes based on profitability thresholds.
  • Ratemaking adds custom rate factors based on actuarial loss models to the current rating plan.
  • Application Flow allows application routing according to risk propensity.
  • Payment Plan Fit empowers clients to align payment structures with selected risk to reduce non-pay cancellations.
  • Renewal Likelihood identifies customers at risk of churn, and Cancellation Risk forecasts short-term lapse probability across defined windows.
  • Book Roll & Review Insights surface expected loss ratios and segment performance to inform portfolio-level decisions.
  • Underwriting Eligibility supports real-time risk scoring and eligibility alignment.

As a comprehensive analytics suite, Pinpoint Predictive custom models integrate seamlessly to provide visibility and predictive insights to inform decisioning in real time.

For more details, contact Devyn McNicoll, Head of Actuarial at Pinpoint Predictive.

Additional Assets

In the Views

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