For DevOps and DevSecOps teams
Add bifrost to the pipeline you already run and ship protected
Install the agent with Helm, add one label and one annotation, and bifrost starts learning. No code changes, no sidecars, no rules to write. The first security profile appears in under 10 minutes, then each workload moves from observe to enforce at your pace, at under 1% CPU overhead.
2,847
CVEs reported
1,562
never loaded
1,000
mitigated by the profile
285
reachable
Illustrative example
One on-ramp, from CVE prioritisation to enforcement
For platform and security teams, bifrost is one path in four steps: learn what each workload does, get a verdict on every CVE, detect what deviates in staging, and enforce in production. Here is what each step gives you.
- 01Learn
Learned from the workload itself
One label and one annotation, and every build is observed in pre-production: which environment it runs in and how it is configured, what it contains, which CVEs it carries, and the syscalls, files and connections it uses doing its job. That knowledge is what every profile and every verdict is built from.
- 02Prioritise
A verdict on every CVE
Every CVE gets a verdict against what actually runs: reachable, mitigated by the profile, or never loaded. Up to 90% fewer CVEs to triage, with no manual triaging, and what reaches you arrives with the evidence behind its verdict.
- 03Detect
Drift, with its context attached
Profiles and verdicts are checked continuously against what runs. When behaviour drifts in staging, or a newly discovered CVE turns out reachable, it reaches you with its context and its action attached, never as a bare finding.
- 04Enforce
Allow only what it does
Each workload runs under a profile learned from what it does, and nothing else. In enforce, anything outside the profile is refused before it runs and reported as a high-signal denial, with pod, image and the attempted action. An exploit that needs a syscall, a file or a socket the workload never uses breaks at the point of use. Nothing is blocked until you switch a workload to enforce, and that switch is yours.
What changes with bifrost
No rules to maintain, tickets that carry their evidence, and a deployment that fits the Helm, GitOps and CI you already run, with no code changes.
No rules to write, none to rot
Hand-written rule regimes run from ~200 to 10,000 rules, and they rot the moment the software changes. bifrost generates each workload's profile from its observed behaviour and regenerates it with every build, so the profile is always as current as the release it protects.
Patch tickets developers accept
The tickets you send carry the verdict and the evidence behind it, so a developer sees why a CVE is reachable instead of arguing about whether it is. The back-and-forth over false positives ends with data.
GitOps native
Security profiles stored as code in your Git repository, and bifrost itself installed with one Helm command, with values for every environment. Review, version and deploy both like any other infrastructure.
CI/CD pipeline ready
Bring profile validation and CVE verdicts into GitHub Actions, GitLab CI or any CI system. SBOMs (CycloneDX, SPDX) come straight from the pipeline, so every build carries its security context before it ships.
Minimal overhead
Under 1% CPU overhead in production. Profiles are enforced by the kernel's own security modules, not by a sidecar or a proxy, so security does not slow down your clusters.
Multi-cluster support
Manage security profiles across every cluster from a single control plane. One view across every environment and every service.
What you can show
One view across every environment, every service and every CVE, backed by what actually runs. The same numbers serve developers and leadership.
2,847
Total CVEs
1,562
Never loaded
1,000
Mitigated by the profile
285
Reachable
Illustrative example
Use cases
How platform teams use bifrost to get to enforcement, and to answer the next CVE from what it already knows.
Automated security in pipelines
Add profile checks to the CI/CD workflows you already run.
Vulnerability response
Know which CVEs actually need patching, and which ones the profile already stops.
Supply chain security
Contain compromised dependencies with kernel-level enforcement and a verdict on every CVE they carry.
Multi-environment management
The ramp from observe to enforce, one environment at a time.
A lookup, not a war room
The next CVE, answered from what bifrost already knows. See it on your stack: a 30-minute demo, or 14 days on your own cluster.