Continuous Security for AI Software and Platforms

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Why AI Infrastructure Accumulates Vulnerability Risk

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Dependency Sprawl

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

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Rapid Iteration Cycles

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

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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

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Identify exploitable vulnerabilities using deep binary analysis and runtime context
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Generate SBOMs and Runtime Bills of Materials (RBOM®) for precise risk visibility
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Reduce scanner noise by validating CVE applicability
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Start Secure with Curated Near-Zero CVE Foundations

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

Continuously Reduce Exposure with Optimizer and CART

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Remove unused components to achieve up to 99.9% CVE elimination and up to 90% attack surface reduction
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Reduce attack surface by eliminating unused libraries and binaries
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Maintain a near-zero CVE posture with audit-ready evidence
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Outcomes AI Teams Can Rely On

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Up to 99.9% CVE elimination

Achieved through hardened base images and automated attack surface reduction.

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Up to 90% attack surface reduction

Delivered by removing unused binaries and dormant runtime components.

Area chart showing Total CVEs with values starting at about 150,000 at day 1, sharply decreasing to below 20,000 by day 6, then gradually fluctuating around 5,000 to 10,000 through days 12 to 24, with highlighted points at days 18 and 24.
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Faster audit preparation

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

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About 60% less manual remediation effort

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

Security Evidence Built Into Every Release

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SOC 2 Type II Readiness

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

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ISO/IEC 27001 Alignment

Secure container foundations help maintain consistent infrastructure security controls.

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Global Compliance-Ready Cloud Environments

Hardened images and vulnerability visibility support FedRAMP, cATO, CMMC, CRA, NIS2, and SOC 2 regulated deployments in cloud environments.

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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

What is RapidFort?
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