Must validate JWT
Must rate-limit
✓ Semantic: 89
✓ Spec match: 91
✓ 47 files analyzed
Score: 87/100
→ PDF Export
→ Audit Trail
Control AI-generated code risk
at enterprise scale.
Your developers use AI coding assistants. Cognium provides the governance, compliance, and audit trails you need to deploy with confidence.
Trust scoring. Policy enforcement. Compliance gates. Built for engineering teams of 50+.
AI agents boost productivity.
But introduce new risks.
Your engineering teams are 2× more productive with AI coding assistants. But every AI-generated deployment creates compliance blind spots, undetected vulnerabilities, and audit trail gaps that traditional security tools can't catch.
Undetected Vulnerabilities
33% of AI-generated code contains security flaws that pattern-matching tools miss. Intent mismatches create logic bugs that only semantic analysis can catch.
Compliance Failures
Regulators require audit trails proving code meets requirements. AI-generated deployments without verification create compliance gaps your auditors will flag.
No Visibility
Without trust scoring, you can't answer: "Which agent-generated deployments are safe?" Your security team operates blind.
The Cost of Unverified AI Code
For a 200-person engineering team: Average security incident costs $500K. Compliance failures average $2.4M in remediation. Manual review of every AI-generated PR costs $2.8M annually in engineering time. Cognium eliminates these risks at a fraction of the cost.
We prove what agents did.
Your AI coding assistant generated code. Did it follow your intent? Did it introduce vulnerabilities? Did it match your spec? The Trust Engine answers these questions with deterministic proof — not probabilistic guessing.
Multiple parallel analyzers
Dependency, code pattern, semantic, behavioral, and spec compliance — running simultaneously.
Intent augmentation
State what you need in one sentence. Cognium reads your code, understands what exists, and shows you the gap between your intent and your reality.
Every source type, one engine
Custom code, ecosystem MCPs, community skills, and LLM-generated — all scanned the same way.
Enterprise Deployment Options
Cloud-hosted, on-premise, or hybrid deployment. Integrates with your existing CI/CD pipeline (GitHub Enterprise, GitLab, Jenkins, Bitbucket).
Developers using our open-source tools? Visit cognium.dev for technical documentation.
We also scan agent skills.
Beyond your code, we scan the skills your agents discover at runtime. Every skill in the registry is trust-scored. Malicious skills are revoked. Your agents only see what's safe to use. Available at runics.net.
Your private skills are your IP
Private skills registered by your organization are weighted higher and prioritized in your agents' queries. Your internal capabilities always surface first — and never leak to the public registry.
Enterprise? We've got orchestration.
For engineering organizations deploying 100+ PRs/day with AI agents: full release orchestration with trust-gated approvals. Start at L1 (manual gates), progress to L2 (approve-by-exception), earn L3 (autonomous deployment with full audit trails). Your compliance team gets the artifacts they need as a pipeline byproduct.
Enterprise Features: Policy customization, compliance gate configuration (PCI-DSS, HIPAA, SOX), real-time dashboards for security teams, dedicated support with SLA.
Benchmarked. Tested. Verifiable.
Trust Score: 0–100
A single score for every component. Machines consume it at runtime. Humans read it in the audit trail.
Significant findings. Advisory warnings.
No spec. Some findings. Use with caution.
Clean scan. Partial or no spec match.
Code matches spec. All analyzers passed.
Critical severity. Permanently excluded.
The largest agent skill audit.
Source Safety
Ecosystem Coverage
Note: Cognium scans agent skills; others scan MCP servers. Different attack surfaces.
3 sync pipelines on cron. The registry grows while you read this page.
Ready to control AI code risk? Let's talk.
Schedule a 30-minute enterprise demo. We'll show you how Cognium integrates with your CI/CD pipeline, discuss deployment options, and walk through compliance features for your industry.
Enterprise Demo
30-minute walkthrough with solutions engineer
Pilot Program
30-day trial in your staging environment
Production Deploy
Full deployment with dedicated support
Questions? Email us at enterprise@cognium.net or contact your Cognium partner representative.