THE CHALLENGE

Security Risk Scales Faster Than Most Teams Can Keep Up

Every new model, package, and AI integration your teams adopt multiplies your attack surface. Most security teams have no visibility into what’s actually running in production.

60%

of AI breaches
will be from compromised models and datasets by 2029 1

Gartner predicts the majority of enterprise AI breaches will stem from compromised third-party models or datasets, not traditional software vulnerabilities.

1. Gartner, 2026. 

350k+

safety and security issues
found across 1.41M+ model repositories on Hugging Face in 2025 2

These include hidden backdoors and obfuscated payloads that standard scanners miss. Risks travel directly into your environment when models are adopted without vetting.

2. Protect AI / Hugging Face, 2025. 

800K+

Python packages in the wild
available to developers with no security guardrails 3

Python packages across PyPI, conda-forge, and public repositories are available to your developers with no visibility or control over what enters your environment.

3. PyPi.org and Conda-forge, 2026.

THE SOLUTION

Built-In Security With Enterprise Controls

Security is built into every step of your workflow, so compliance becomes an accelerator rather than a blocker.

Verified before it ships

Every package and model is scanned for vulnerabilities, license violations, and malicious code before entering your environment, not after an incident.

Policy enforcement everywhere

Set governance rules once and enforce them across every developer laptop, CI/CD pipeline, and production deployment, eliminating shadow IT.

Complete audit trail

Every package download, environment change, and model deployment is logged. Compliance reviews that took weeks now take hours.

Bill of materials

Automatically generate a full AI-BOM and SBOM for every project—packages, models, versions, and provenance tracked in one place.

Regulatory compliance support

Built-in features to support compliance within regulated industries across your AI development lifecycle