Risk-Based Vulnerability Management

Patch what can hurt you first.

Quine continuously combines vulnerability, exposure, software, network, and business context so your patch priority reflects the risk in your environment right now — not just a global severity score.

See Quine on your security data

The score is global. Your risk is local.

A critical CVE isn't automatically your most urgent vulnerability.

Does it affect us?

Software + CVE

Can it be reached?

Exposure

What can it reach?

Blast radius

What should we patch first?

The hard part isn't finding vulnerabilities. It's keeping the patch order aligned to your actual risk as the environment changes.

Find that. Do this.

Find that

Continuously recognize when a vulnerability becomes an urgent risk in your environment.

  • A CVE affects software you run.
  • The asset is exposed.
  • The vulnerability is known to be exploited.
  • The asset can reach a critical business system.

Quine keeps those facts connected and the answer current.

Do this

Turn that risk into an immediate patch decision.

  • Re-rank the patch queue automatically, immediately.
  • Open the right ticket with details and priority.
  • Show the affected assets and blast radius.
  • Explain exactly why this vulnerability moved ahead of the others.

Instant explanations inside your existing workflow.

The priority and the evidence arrive together.

Your network changes the priority.

Quine's Exploration UI showing the live attack-path graph: CVEs affecting an internet-facing NetScaler gateway, the gateway's connections through to the payments application, and a threat actor reaching it from the internet.
The path that decides the order: internet-facing gateway → payments → check processing → core ledger.

In the demo, a CVSS 10.0 vulnerability exists on 231 internal hosts. A lower-scored 9.8 vulnerability exists on one internet-facing gateway.

The gateway goes first.

Because the internal hosts are segmented from the internet, while the gateway provides a path through payments and check processing to the core ledger.

The two things are not the same

The severity score describes the vulnerability.

The connected environment determines the risk.

Reliable reasoning on live vulnerability data.

The answer to “What should we patch first?” changes whenever a CVE, asset, software package, network path, exposure, or business dependency changes. Quine keeps that context current and continuously re-evaluates the priority.

Current.

New vulnerabilities and infrastructure changes affect the patch order as they arrive.

Relevant.

Vulnerabilities that don't affect software you run don't create work.

Reliable.

Every priority can be traced back to the vulnerability, affected asset, exposure, exploit status, business criticality, and reachable systems behind it.

See how Quine works →

Add your network to the vulnerability score.

What is broken

Scanners

Vulnerability scanners are good at identifying flaws.

What is being used

Exploit intelligence

Exploit intelligence tells you which vulnerabilities attackers are using.

What can be reached

Exposure and attack paths

Attack-path and exposure tools help you understand reachability.

Quine's Exploration UI: one software package at the centre, with ‘used by systems’ edges fanning out to every business system that depends on it — core banking ledger, payments processing, wire transfer, card authorisation, fraud detection and more — and a menu offering ‘Business Systems Using This’ and ‘What-if a new CVE hit this (at-risk assets, ranked)’.
One library, and every business system that depends on it — with “what if a new CVE hit this?” one click away.

Quine keeps those inputs connected continuously, so the question isn't simply how severe a CVE is in general.

“How severe is this CVE?”

“How much risk does this CVE create here, now?”

That answer can change the moment the environment does.

Don't take our word for it. Run the prioritization.

331 CVEs streamed against a synthetic estate
304 Never match software the estate runs
1 Gateway outranks 231 higher-scored hosts

The 304 non-matching CVEs create no triage work at all. The remaining vulnerabilities are prioritized using exposure, known exploitation, business criticality, and reachability into critical systems.

In the demo, the internet-facing gateway outranks 231 hosts carrying a higher-scored vulnerability — and the injected attack later follows the same path the prioritization had already identified.

Not a screenshot — the prioritization running in your browser. Edit the query and re-run it.

The data is synthetic. The prioritization is reproducible.

Run the recipe →

Let’s automate the patch decision you still reconstruct by hand.

If prioritization requires joining scanner results, SBOMs, exposure, topology, and business context after the fact, bring the data behind the decision. Quine keeps the answer current as both the vulnerabilities and your environment change.

See Quine on your data