Risk Intelligence
for P&C Insurers

Pinpoint delivers Loss Predictions and Risk Scores at the earliest point in the customer journey — helping carriers make sharper decisions across marketing, underwriting, ratemaking, and claims.

Trusted By
Leading Carriers

AMTrust CSE Insurance Group Glacier Insurance Group Metromile National General Ohio Mutual The Philadelphia Contributionship True Property Insurance Slide

Solutions Built for Every Stage of
the Insurance Lifecycle

  • Marketing
  • Underwriting
  • Ratemaking
  • Claims
  • Discovery
  • Marketing

    Focus Your Acquisition Strategy
    on Leads That Deliver

    Pinpoint’s marketing intelligence solutions help you predict profitability, response, and conversion before you spend a dollar. Use data-driven models to optimize campaigns, prioritize outreach, and boost marketing ROI.

  • underwriting

    AI-Powered Underwriting, Built on Actuarial Expertise

    Pinpoint Predictive combines actuarial insight with AI to deliver faster, more accurate underwriting. Our compliant, customizable models streamline workflows, cut risk, and improve profitability, without sacrificing precision.

  • ratemaking

    AI-Powered Precision Pricing for Insurance

    Pinpoint Predictive brings actuarial expertise and AI-driven analytics to ratemaking, helping carriers set compliant, competitive, and risk-aligned rates. From filed and non-admitted pricing to smarter IRPM selection, our models improve accuracy, streamline filings, and adapt quickly to market shifts, driving profitability without sacrificing compliance.

  • claims

    AI-Powered Claims Optimization

    Pinpoint Predictive helps carriers anticipate and manage claims with AI models that flag high-impact risks early, from attorney involvement and litigation to fraud, large losses, and cause of loss. By shifting from reactive handling to proactive strategy, claims teams improve outcomes, reduce severity, and protect profitability, without sacrificing compliance or accuracy.

  • discovery

    From Data to Actionable Predictions

    Pinpoint’s Discovery Models let carriers design custom predictive solutions for any two-outcome event, like churn, premium leakage, or program adoption. With Binary Classifiers, teams can quickly test, validate, and deploy new models across underwriting, claims, and retention workflows, driving innovation without heavy development or data science resources.

Marketing

Focus Your Acquisition Strategy
on Leads That Deliver

Pinpoint’s marketing intelligence solutions help you predict profitability, response, and conversion before you spend a dollar. Use data-driven models to optimize campaigns, prioritize outreach, and boost marketing ROI.

underwriting

AI-Powered Underwriting, Built on Actuarial Expertise

Pinpoint Predictive combines actuarial insight with AI to deliver faster, more accurate underwriting. Our compliant, customizable models streamline workflows, cut risk, and improve profitability, without sacrificing precision.

ratemaking

AI-Powered Precision Pricing for Insurance

Pinpoint Predictive brings actuarial expertise and AI-driven analytics to ratemaking, helping carriers set compliant, competitive, and risk-aligned rates. From filed and non-admitted pricing to smarter IRPM selection, our models improve accuracy, streamline filings, and adapt quickly to market shifts, driving profitability without sacrificing compliance.

claims

AI-Powered Claims Optimization

Pinpoint Predictive helps carriers anticipate and manage claims with AI models that flag high-impact risks early, from attorney involvement and litigation to fraud, large losses, and cause of loss. By shifting from reactive handling to proactive strategy, claims teams improve outcomes, reduce severity, and protect profitability, without sacrificing compliance or accuracy.

discovery

From Data to Actionable Predictions

Pinpoint’s Discovery Models let carriers design custom predictive solutions for any two-outcome event, like churn, premium leakage, or program adoption. With Binary Classifiers, teams can quickly test, validate, and deploy new models across underwriting, claims, and retention workflows, driving innovation without heavy development or data science resources.

How It Works

You don't use Pinpoint. Your systems use Pinpoint.

Step 01

You Enter a Name and Address

Just a name and address. That's all Pinpoint needs to start.

Step 02

Pinpoint Scores It Instantly

Actuary-built models return Loss Predictions and Risk Scores. No data science on your end to run it.

Step 03

Scores Arrive Automatically

No one has to request a score. Delivery is built into the workflow — request and receive, every time, with no new tool to manage.

Step 04

Your Systems Decide What Happens

Your thresholds, your rules. If a score crosses the line you set, the next action fires — and loss ratios move in the right direction.

Pinpoint’s automated platform unlocked 7 points of loss ratio improvement, one of the largest boosts in predictive performance we’ve seen.


Case Studies

Personal auto · 714,577 policies

3.6 pts loss ratio, year one
$218M over three years

Redirecting acquisition spend with pre-quote Loss Predictions

Personal auto · 714,577 policies

3.0 pts loss ratio, year one
$454M over three years

Severity predictions applied across a 715k-policy book

Personal auto · 130,000 claimants

+6% claimants identified
2.9x top-to-bottom spread

Attorney representation flagged at first notice of loss

Homeowners · ~300,000 policies

3.2 pts loss ratio, year one
$67M over three years

Frequency predictions at the top of the funnel

Homeowners · ~150,000 policies

3.9 pts loss ratio, year one
$35M over three years

Non-weather water risk priced before the application

Personal auto · 80,000 policies

4.6 pts loss ratio, year one
$19M over three years

Holding loss ratio while the book contracted 7%

Homeowners · 200,000 policies

7.0 pts loss ratio, year one
$335M over three years

Book roll reshaped by pre-bind Loss Predictions

AI-Driven Risk Intelligence

Pinpoint empowers P&C insurers with deep-learning-powered Loss Predictions and Risk Scores, delivering earlier, more accurate insights to improve loss ratios and drive profitable, equitable growth.

Frequently Asked Questions

What types of problems does Pinpoint help insurance carriers solve?

Pinpoint empowers carriers to make smarter, faster, and more accurate decisions across marketing, underwriting, ratemaking, claims, and more. Our predictive models plug into existing workflows (API or batch) to prioritize high-value acquisition, sharpen pricing and filed rating, improve bind quality, and triage claims early so costs don’t compound, customized to each carrier’s specific experience and outcomes. 

How quickly can Pinpoint’s solutions be deployed?

Most solutions deploy in under a week. They integrate seamlessly with any core system or backend process. With a few clicks, our automated platform deploys new models via configurable APIs, turning hypotheses into real-world results with minimal IT disruption. 

Do carriers need historical data to use Pinpoint’s models?

Not always. Some models, like Loss Predictions for Personal Auto, Loss Predictions for Homeowners, Attorney Rep Propensity, or Litigation Propensity, require no historical outcomes to begin delivering value. Others, like conversion likelihood or IRPM selection, can leverage your historical outcomes for maximum precision.

Are Pinpoint’s models compliant with regulatory requirements?

Certain Pinpoint models are actuary-built, independently validated, and approved for use in general state filings across states such as Wisconsin, Illinois, Louisiana, and Mississippi. To learn more about our regulatory approvals and compliance process, visit our Compliance Page.

How do Pinpoint’s solutions integrate with existing workflows?

Predictive scores and insights leverage workflows and processes you already utilize. This enhances existing quoting, underwriting, claims, and marketing workflows and processes so your teams can take action with minimal disruption.

What results can I expect?

Carriers using Pinpoint Predictive's models have improved loss ratios by 3 to 10 points, with results compounding over three years as predictions are applied at both acquisition and renewal. Pinpoint's ROI Calculator lets carriers model the expected impact on their own book before any commitment.

Ready to See Your
Loss Ratio Improve?


Data Science That Delivers Business Impact

Start with a name and address. Get Loss Predictions and Risk Scores that plug directly into your workflows. Most carriers are live in under a week.