Pinpoint Predictive
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About
Pinpoint Predictive is an AI-driven platform designed specifically for the Property and Casualty (P&C) insurance industry. It leverages deep learning and actuarial expertise to provide actionable risk intelligence across the entire insurance lifecycle, from lead acquisition to claims management. By utilizing minimal data—often just a name and address—the platform generates precise loss predictions and risk scores. This allows carriers to move beyond traditional demographic data and gain a deeper understanding of individual behavioral risks, ultimately leading to more equitable and profitable business decisions. The tool works by integrating with existing carrier workflows to provide a secondary signal that enhances traditional rating and underwriting models. Key features include marketing intelligence solutions that predict profitability and conversion before spend occurs, allowing teams to prioritize high-value leads effectively. For underwriting and ratemaking, Pinpoint offers deep-learning-powered loss cost and claims frequency predictions. Additionally, its claims solutions identify litigation risks and potential severity early in the process. A standout feature is the platform's focus on explainable visualizations, which provide transparency into why specific behavioral signals are driving predictions, ensuring models remain useful for human decision-makers. Pinpoint is built for insurance carriers, specifically those handling personal auto and homeowners lines of business. It serves various roles within these organizations: marketing teams use it to improve acquisition ROI, underwriters utilize it to refine risk selection and reduce premium leakage, and claims professionals leverage it to anticipate high-cost litigation or severe claims. It is particularly valuable for national or regional carriers looking to gain a competitive edge by identifying non-catastrophic loss patterns that standard industry data might miss. What differentiates Pinpoint is its ability to deliver significant predictive lift, often cited as three to ten points of loss ratio improvement, with minimal input data and rapid deployment. While many AI tools require massive, cleaned historical datasets to function, Pinpoint can provide insights at the top of the funnel before the customer journey even officially begins. Furthermore, its focus on inclusive innovation ensures that its deep learning models are built with compliance and equity in mind, helping insurers navigate complex regulatory environments while achieving superior actuarial performance.
Pros & Cons
Requires only a name and address to generate actionable risk signals for potential leads.
Proven to reduce loss ratios by 3 to 10 points across various insurance lines.
Provides explainable visualizations to help human users understand the behavior driving predictions.
Integrates seamlessly into existing workflows for marketing, underwriting, and claims management.
Delivers predictive lift that often exceeds traditional actuarial rating models.
Pricing is opaque and requires a discovery call for a custom quote.
The tool is highly specialized and only serves the P&C insurance industry.
Full access to the platform requires a formal onboarding process and discovery meeting.
Use Cases
Marketing teams can prioritize lead outreach by predicting lead profitability and conversion rates before committing advertising budget.
Underwriters can identify premium leakage and improve risk selection by utilizing behavioral loss cost predictions during pre-application.
Claims managers can flag high-risk files early by identifying claimants likely to seek litigation or cases with high severity potential.
Actuarial teams can augment existing rating models with incremental predictive lift from deep-learning behavior scores to refine pricing.
Platform
Task
Features
• top-of-funnel lead discovery
• explainable ai visualizations
• interactive roi calculator
• litigation risk identification
• claims severity scoring
• underwriting risk selection
• marketing intelligence optimization
• deep learning loss predictions
FAQs
What information is needed to get a risk prediction?
Pinpoint can deliver actionable risk signals using only an individual's name and address. This minimal data requirement allows carriers to assess risk early in the marketing or pre-application phase.
How much can carriers expect to improve their loss ratio?
According to real-world case studies, carriers have seen loss ratio improvements ranging from 3 to 10 points. These gains are achieved through better risk selection and more efficient marketing spend allocation.
Is the platform compliant with insurance regulations?
Yes, Pinpoint models are purpose-built to be compliant with regulatory requirements. The platform focuses on explainability and actuarial standards to ensure that predictions support fair and equitable growth.
Can Pinpoint help identify potential litigation in claims?
Yes, the platform includes specialized models to identify the likelihood of third-party claimants seeking attorney representation. This helps claims teams identify an additional 6% of high-risk claimants early in the process.
How quickly can these solutions be deployed?
Pinpoint offers an automated platform that allows for rapid implementation. Some case studies indicate that carriers can begin seeing significant loss ratio improvements and predictive lift within a one-year implementation period.
Pricing Plans
Custom Enterprise Solution
Unknown Price• Deep-learning risk scores
• Loss ratio improvement models
• Marketing ROI optimization
• Claims severity predictions
• Litigation risk scoring
• Explainable visualizations
• Behavioral risk assessment
• Actuarial validation templates
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
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