SBOM

An SBOM, or software bill of materials, is a complete inventory of the components inside a piece of software, including open-source libraries, third-party packages, and the versions of each. It matters for AI governance because AI systems are built on large stacks of dependencies, and an SBOM lets an organization quickly determine whether it is exposed when a vulnerability is disclosed in a component it did not know it was using. Regulators and procurement teams increasingly ask for SBOMs as evidence of supply chain transparency, so compliance teams need to understand what they contain and who is responsible for keeping them current.

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ResearchGlobal2026-11-11

AI BOMs Are the Missing Link in Enterprise Supply Chain Transparency

SBOM expert Allan Friedman argues in a SecurityWeek podcast interview that software bills of materials must move from static inventory documents to active inputs for vulnerability management and risk response. AI systems complicate this by introducing model provenance, training data, runtime data sources, and ephemeral agent actions that traditional software inventories do not capture. Friedman describes AI BOMs as an emerging necessity that converges software inventory concepts with logging and third-party risk management.

SBOM AI BOM supply chain transparency third-party risk software inventory agentic AI vulnerability management