Autonomous Security. From Runtime Up.
bifrost learns how your applications actually behave, generates protection automatically, and uses runtime intelligence to cut through CVE noise. Security that works without you.
How bifrost Works
An autonomous loop that observes, protects, prioritizes, and evolves — continuously, as your applications change.
Observe
bifrost agent learns how each container actually behaves — system calls, file access, network activity — in test and staging environments.
Protect
Automatically generates and enforces tailored runtime profiles per container. Only observed behavior is allowed — everything else is blocked.
Prioritize
Ingests your SBOM data and maps known CVEs to actual runtime behavior. Vulnerabilities in unused code paths or behind blocked syscalls are automatically flagged as low priority.
Evolve
Profiles and risk assessments update continuously with every deployment. Your security posture adapts as your applications change.
What This Means
Autonomous security that delivers measurable outcomes from day one.
Up to 90%
less CVE noise
Runtime context separates real risk from theoretical. Your team focuses on vulnerabilities that actually matter.
Zero
manual policy management
Profiles generate and evolve automatically. No hand-written rules, no policy drift, no maintenance burden.
Day one
protection
No lengthy configuration or tuning period. Deploy the agent, observe in staging, enforce in production.
Continuous
not periodic
Security updates with every deployment, not quarterly scans. Your posture stays current as your applications change.
bifrost vs Traditional Scanners
Scanners tell you what could happen. bifrost tells you what will actually happen — and blocks unauthorized behavior automatically.
| Capability | Traditional Scanner | bifrost Platform |
|---|---|---|
| CVE Detection | Yes — finds all known CVEs | Yes — finds all known CVEs |
| Reachability Analysis | No — assumes worst case | Yes — uses real runtime behavior |
| Automatic Mitigation | No — manual patching only | Yes — runtime profiles block many vectors |
| Prioritization | By CVSS score only | By exploitability + runtime context |
| Noise Level | High (hundreds/thousands) | Low (focused, actionable list) |
| Continuous Updates | Periodic scans | Every deployment, continuously |
Built for Production
bifrost is designed for enterprise-grade deployments. Minimal resource overhead, maximum protection and intelligence.
Enforcement
AppArmor LSM
Deployment
DaemonSet
Resource Usage
< 200MB RAM per node
Performance Impact
< 1%
SBOM Formats
CycloneDX, SPDX
CVE Correlation
Continuous, real-time
Platform Architecture
Pre-prod Clusters
Production Clusters
bifrost Engine (EU hosted)
Integrations
Trusted by Security-Conscious Teams
Built on research, engineered for production, hosted where your data belongs.
Research-Founded
Born from a joint EU research project at Lund University, then shaped into a product by engineers with real-world production experience. Research depth, practical edge.
EU-Hosted
All data processed and stored in the EU. GDPR-compliant by design. Self-hosted option soon
Swedish-Owned
Researched, developed, and funded by Swedish individuals. A European champion of cutting-edge application security — built for the world.
Kernel-Level Enforcement
Built on AppArmor — a battle-proven Linux Security Module trusted in production for 20+ years. Enforcement at the kernel means stronger isolation and inherent protection of sensitive data.
Stop drowning in CVE noise.
Get runtime protection, intelligent CVE prioritization, and measurable security improvement. Free trial, no credit card required.