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Faster Underwriting
More Consistent Decisions

Pinpoint helps you evaluate risk instantly, so your team can make better decisions faster without sacrificing accuracy.

Overview

Pinpoint helps carriers underwrite faster without trading off accuracy. Our actuary-built models deliver real-time risk signals at every stage — from eligibility through pricing — and plug directly into existing underwriting workflows. Most models deploy in under a week.

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.


Key Underwriting Benefits


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Faster Decisions

Accelerate underwriting with automated, real-time insights.

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Precision Accuracy

Actuarial expertise + AI for consistent, risk-aligned results.

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Intelligent Resource Use

Cut waste, optimize effort, and boost underwriting ROI.

Have a question these models don't answer?

Pinpoint builds custom models for any two-outcome event, validated within 24 hours before anything goes live.

Case Studies


Results at Bind

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

Frequently Asked
Questions About Underwriting

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.

What parts of the underwriting process can be optimized?

Pinpoint’s underwriting suite supports automation across multiple touchpoints. They are as follows: Eligibility screening for instant risk-aligned decisions. Application flow routing to enable quick and accurate processing. Inspection prioritization for risk-based field resource allocation. Payment plan fit to align billing with risk and retention goals. Cancellation and renewal prediction to reduce churn and protect in-force premium.

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.

Fast-Track
Profitable Growth


Data Science That Delivers Business Impact

Purpose-built AI for insurers, uniting actuarial expertise and data science to drive smarter, fairer, and more profitable decisions.