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Fix the CVEs That Cause Financial Loss.

Evidence Scan finds the vulnerabilities proven by actuarial claim data to cause financial loss.

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See Which Vulnerabilities Matter

Get a free scan of your internet-facing attack surface. We'll show you the vulnerabilities proven by actuarial claim data to cause financial loss.

Join the Q2 2026 cohort - Limited spots available for enterprise teams seeking white-glove onboarding

Born in Insurance.
Built for Security.

We've spent a long time helping carriers scan portfolios for the vulnerabilities that cost them money. Now, we've packaged the same intelligence and made it available to companies defending their own assets.

With Evidence Scan, you can find and fix financial risks before they become a loss that turns into an insurance claim.

A New Category

Evidence-Based Vulnerability Management.

Traditional vulnerability management prioritizes by severity scores, theoretical ratings disconnected from outcomes. Evidence-Based Vulnerability Management prioritizes by actuarial proof of financial loss.

Actuarial claim data is the highest-fidelity evidence for which vulnerabilities cause financial loss. Higher than CVSS. Higher than threat intelligence. Higher than exploit databases. It reflects what attackers exploit to extract real money from real organizations.

0
New CVEs published in 2025
<1%
Of all CVEs cause financial loss
96%
Of "Critical" CVEs have never been confirmed exploited
5 days
Average time for attackers to weaponize a CVE
FIREs

We Find the Vulns That Cause Financial Loss.

Evidence Scan focuses exclusively on FIREs - Financial Risk Exposures. The vulnerabilities proven by actuarial claim data to cause material financial loss.

FIRE = Financial Risk Exposure.

A specific vulnerability on your internet-facing perimeter that has been proven, with actuarial claim data, to cause financial loss. Not a risk score. Not a prediction. Evidence that someone wrote a check.

Only what's reachable

If an attacker cannot reach it from the internet, it is not a FIRE. 73% of exploited CVEs use a network attack vector: your external perimeter, exactly where we look.

Only what's caused financial loss

If it has not resulted in an insurance claim, it is not a FIRE. Our detections come from actuarial claim data linking these specific vulnerabilities to real financial loss.

Binary. Yes or no.

You either have this vulnerability or you don't. No scores, no confidence intervals, no maybes. Traditional scanners have false positive rates as high as 95-98%. Evidence Scan eliminates the noise.

Sound Familiar?

The Problems Everyone Knows but No One Fixes.

If you're running a security program, you've felt at least a few of these.

Your backlog never shrinks

43,424 new CVEs in 2025 alone, a 39% increase over 2023. You patch and patch, and the list just gets longer. There is no finish line.

You don't trust your risk scores

CVSS rates 49% of CVEs as "High" or "Critical," but you know most of them have never been exploited. In fact, evidence shows that 77% have less than 1% chance of exploitation in any given month.

You're fixing the wrong vulnerabilities

The vulnerabilities that actually cause financial loss are a tiny fraction of your backlog. Your team is spending its time on the other 99%. There's been no way to know which ones cause financial loss - until now.

95-98% of findings are noise

Traditional scanners report thousands of findings. Most are noise. Your team triages, investigates, and patches, and almost none of it reduces your actual risk of financial loss.

Security speaks risk. The board speaks money.

CVSS scores and patch counts don't translate to the boardroom. Evidence Scan bridges that gap: every finding is tied to actuarial proof of financial loss. Your reports finally speak the language your board cares about.

No definition of "done"

No scanner ever gives you zero results. So you never believe you're safe. Evidence Scan changes that: zero FIREs means you've addressed every vulnerability we've linked to insured financial loss.

Every one of these problems traces back to the same root cause: the tools you're using prioritize by theoretical severity, not by proof of loss. Evidence Scan was built to fix that.
The Evidence Hierarchy

Not All Data Is Equal. We Use the Highest Signal.

Most tools prioritize vulns using CVSS severity scores - theoretical ratings with little connection to real-world outcomes. Risk-based tools use exploit intelligence - better, but still predictive. Evidence Scan uses actuarial claim data, the highest-fidelity source for what has actually resulted in financial loss.

We asked a simple question: which vulnerabilities have resulted in someone writing a check? The answer came from insurance claim data. Carriers have been tracking which vulnerabilities lead to payouts for years. We built a scanner around the answer.

0
Total CVEs ever published
~884
Exploited in the wild in 2025
~2%
Of new CVEs exploited in 2025
0
On CISA's Known Exploited Vulnerability list
The Enterprise Preview

Here's Exactly What You Get.

Evidence Scan is the first of four products in the Evidence Platform. The Enterprise Preview is free, hands-on, and designed to show you value on day one.

1

Free internet-facing perimeter scan

We scan your internet-facing infrastructure from the outside. No agents to install, no credentials to share.

2

Your FIRE report - evidence, not opinions

A curated list of the specific vulnerabilities on your perimeter proven by actuarial claim data to cause financial loss. Usually single digits, not thousands.

3

Walkthrough with the founding team

A 30-minute call where we walk you through your results, explain the actuarial data behind each finding, and answer every question.

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Apply for the Q2 Cohort

Takes 10 seconds to sign up. We'll handle the rest.

How It Works

Three Steps. No Procurement.

01

You sign up

Enter your work email. That's it. No contracts, no procurement, no IT involvement required.

02

We gather the evidence

You provide your externally facing assets, and we check them for vulnerabilities linked to real financial loss through actuarial claim data.

03

You make decisions based on proof

Get your FIRE report. Walk through it with our team. Fix the findings that have actuarial evidence behind them.

The Evidence Platform

Evidence Scan is Product One of Four.

Every product in the Evidence Platform is grounded in actuarial proof. Evidence Scan came first, forged by the hyper-specific demands of insurance carriers. Three more are on the way.

01
Evidence Scan
Find and fix the vulnerabilities proven by actuarial claim data to cause financial loss. The first scanner built around the math of loss.
Enterprise Preview - Available Now
02
Evidence ██████
An evidence-based product for the modern security program. Details coming soon.
🔒
Coming Soon
03
Evidence ██████
An evidence-based product for the modern security program. Details coming soon.
🔒
Coming Soon
04
Evidence ██████
An evidence-based product for the modern security program. Details coming soon.
🔒
Coming Soon
Get Started

Evidence-Based Vulnerability Management Starts Here.

Your insurer already knows which vulnerabilities cause financial loss. Now you can too. Evidence Scan is built on actuarial proof, not severity scores. See the evidence and fix what matters.

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Apply for the Q2 Cohort

Fix what the actuarial evidence says matters. Ignore the rest.

Join the Q2 2026 cohort - Limited spots available for enterprise teams seeking white-glove onboarding