CVE prioritisation from the runtime up

Know your CVE exposure, fix the ones that matter

bifrost learns what every container actually does, gives every CVE a verdict against it, protects each workload with tailored security, and instantly knows your exposure to the next discovered vulnerability.

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Under 1% CPU overhead in production

Deploy via Helm. First profile in under 10 minutes.

Default-deny at the kernel, a fresh profile with every build

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How bifrost works

bifrost integrates into your developer workflow to track each container across the software development lifecycle.

01
Learn
Every container, down to what it does when it runs.
Every build is observed in pre-production: where it runs, what it contains, which CVEs it carries, and the syscalls, files and connections it uses.
02
Prioritise
Every CVE, with a verdict.
Every CVE gets a verdict against what actually runs: reachable, mitigated by the profile, or never loaded. No manual triaging.
03
Protect
A tailored profile for every workload.
Each workload gets its own security profile, enforced at the kernel. Anything outside it is blocked, including exploits nobody has found yet.
04
Answer
The next CVE, before it is asked.
When the next CVE is discovered, bifrost already knows where you have it, how exposed you are, and how well protected you already are.

Higher-quality prioritisation, no manual triaging, deep runtime understanding, and kernel-level protection, fully automated with bifrost.

See the full process

Verdicts, not findings

bifrost keeps tabs on which builds run where, and gives each CVE a verdict on what is actually reachable.

0CVEs reported

2,847CVEs reported by scanners

0Reachable

Never loaded1,562

Mitigated by the profile1,000

Never loaded1,562

Mitigated by the profile1,000

Reachable285

Up to 90% fewer CVEs to triageReal-time risk mitigation

bifrost does the triage. What reaches your team is a short list of reachable CVEs, each with the evidence behind its verdict.

Why runtime up

You can't patch your way out of this

Vulnerabilities are reported faster than anyone can triage them, weaponised before a patch exists, and increasingly written by AI. Fixing everything was never realistic.

A scan starts from the image and stops there: a snapshot that cannot know what comes next, or a build gate that can only fix what it sees right then. Neither knows what the software does once it runs. bifrost starts from runtime, because knowing what runs where, and how, is the best input there is for what to secure and what to focus on first.

See how it works

−7days
Time-to-exploit has gone negative. Attackers weaponise vulnerabilities, on average, before a patch exists. In 2018 defenders had about 63 days.
Source: Mandiant
263%
Growth in reported vulnerabilities from 2020 to 2025. NIST's National Vulnerability Database can no longer enrich them all and now triages by priority.
Source: NIST
45%
of AI-generated code ships with a security flaw, and newer, larger models are not getting safer.
Source: Veracode