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, refused before it runs, 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
Allow only what it does
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.

Every alternative is defined by where it starts.

A scan stops at the image
Scanners start from the image and never reach runtime: a snapshot that cannot know what comes next.
Detect and respond watches, then reports
It starts at runtime but only watches. It reports what happened and leaves the acting to you, after the fact.
A rulebook goes stale
Policy engines start from rules someone has to write. Manual regimes run from ~200 to 10,000 rules that rot the moment the software changes.

bifrost starts from runtime, from what the workload actually does. It allows only that and refuses the rest before it runs. Every verdict comes from the same place as the protection: what the workload actually did when it ran.

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