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Endor Labs is a platform designed to enhance the security and governance of open-source AI models within software applications. Its primary function is to discover, evaluate, and enforce policies on AI models used across an organization. This is particularly important as traditional Software Composition Analysis (SCA) tools often struggle to identify risks from local AI models integrated into applications.
The platform offers several key capabilities:
Discovery: It scans for and identifies local AI models used within Python applications, creating a comprehensive inventory and tracking which teams and applications use them. Currently, it can identify all AI models from Hugging Face.
Evaluation: AI models are analyzed based on known risk factors using Endor Scores, which assess security, quality, activity, and popularity. This helps identify models with questionable sources, practices, or licenses.
Enforcement: Organizations can set guardrails for the use of open-source AI models, warning developers about policy violations and blocking high-risk models from entering production.
By integrating AI component security into existing developer workflows, Endor Labs provides visibility and control over AI models similar to other open-source dependencies. This approach addresses the growing need for secure AI deployment, especially as more organizations rely on open-source AI models for their applications.
The Endor Labs Software Supply Chain Security Platform addresses three key software supply chain security pain points and outcomes: Open Source Code Security: Endor Labs helps engineers improve application performance and minimize attack surface by selecting and maintaining secure & high quality dependencies across the SDLC. Endor Labs replaces the existing breed of SCA solutions that lack context on code usage, thereby cutting ~80% of SCA noise so teams can focus on what matters. CI/CD Pipeline Security: Endor Labs helps you discover pipelines and shadow engineering, ensure consistent security tool coverage, monitor the posture of repositories, and implement build integrity verification, all through a single hook and policy-as-code framework integrated into your pipeline. Compliance & SBOMs: Endor Labs helps teams adhere to standards and regulations by detecting legal risk, generating and ingesting SBOMs/VEX, code signing, and align with NIST SSDF and CIS frameworks.
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