Continuous Security for AI Software and Platforms

Why AI Infrastructure Accumulates Vulnerability Risk

Dependency Sprawl

AI frameworks, Python libraries, and container base images introduce thousands of transitive dependencies.

Rapid Iteration Cycles

Frequent model updates and pipeline changes make vulnerability remediation difficult to keep up with.

Limited Runtime Visibility

Security teams lack insight into which components actually execute in production AI workloads.

How RapidFort Reduces AI Software Risk

Prioritize True Risk with Analyzer and Profiler Intelligence

Identify exploitable vulnerabilities using deep binary analysis and runtime context
Generate SBOMs and Runtime Bills of Materials (RBOM™) for precise risk visibility
Reduce scanner noise by validating CVE applicability

Start Secure with Curated Near-Zero CVE Foundations

Deploy CIS and DISA STIG-aligned Curated Near-Zero CVE Images
Remove inherited vulnerabilities before AI services reach production
Standardize secure container foundations across model training and inference workloads

Continuously Reduce Exposure with Optimizer and CART

Remove unused components to achieve up to 95% CVE reduction and up to 90% attack surface reduction
Reduce attack surface by eliminating unused libraries and binaries
Maintain a near-zero CVE posture with audit-ready evidence

Outcomes AI Teams Can Rely On

Up to 95% CVE reduction

Achieved through hardened base images and automated attack surface reduction.

Up to 90% attack surface reduction

Delivered by removing unused binaries and dormant runtime components.

Faster audit preparation

SBOM, RBOM, and configuration evidence remain continuously ready for review.

About 60% less manual remediation effort

Automation replaces repetitive vulnerability triage, exception handling, and patch cycles.

Security Evidence Built Into Every Release

SOC 2 Type II Readiness

Continuous vulnerability visibility and hardened container foundations support modern AI platform governance.

ISO/IEC 27001 Alignment

Secure container foundations help maintain consistent infrastructure security controls.

FedRAMP-Aligned Cloud Environments

Hardened images and vulnerability visibility support regulated AI deployments in cloud environments.

Platform Trust and Security Reviews

Provide security artifacts and software transparency needed for enterprise AI platform approval.

Frequently Asked Questions

Answers to Your Most Common Questions

How does RapidFort work?
What are RapidFort Curated Near-Zero CVE Images?
What are RapidFort Community Images?