“Pinpoint’s automated platform unlocked 7 points of Loss Ratio improvement for our homeowners book for a 1-year implementation and, over the longer term, a larger bottom-line benefit as more of the book takes on the selected risk contours. The new signal we validated represents one of the largest boosts in predictive performance I’ve seen in the industry in 30 years.”

“Above and beyond our latest pricing models, Pinpoint’s scores show material predictive lift for personal auto pure premiums. These are impressive results relative to other emerging vendor data offerings.”

“Pinpoint’s actuarial loss predictions will enable us to orchestrate the best experiences for agents and our customers, reducing friction and creating the ability to micro-segment leads like never before”

“Pinpoint has provided game-changing new data to drive markedly improved loss ratios through better risk selection and claims handling.”

“Pinpoint’s explainable visualizations reveal what drives human behavior, and also the interesting reasons why conventional data have missed the signal on this important issue. We see this as an important step forward in predicting behavior and ultimately reducing frictional costs and premiums.”

“We’re excited to partner with Pinpoint as we look at the opportunity to get deeper insights into our customers and understand risks based on individual behaviors. Pinpoint’s deep learning capabilities are a game changer for us to better serve our customers and agents.”

“After just a few weeks of evaluating Pinpoint’s custom loss scores, we saw a significant improvement in loss ratio, and in predictive performance in our non-pay cancel model. In addition, the explainability of lift in predictive power yielded valuable insights. The Pinpoint team is helpful, knowledgeable, and easy to work with.”

“Pinpoint’s deep-learning platform allowed us to predict non-cat homeowners’ losses at the beginning of the customer journey for the first time. Moreover, this score adds a remarkable new incremental lift above and beyond our rating model; it’s one of the most predictive factors we’ve seen.”

“Pinpoint provided significant predictive advancement in the identification of a highly important loss exposure. This enables Ohio Mutual to better identify premium leakage and loss mitigation opportunities in our Homeowners book.”