Definition
The ability to track data, models, code, and credentials as they flow through AI development and deployment workflows, from training to production. Visibility is needed to detect poisoning, credential theft, or malicious dependencies.
Why it matters
AI supply chains are complex and opaque; attackers exploit this opacity to inject malware at critical handoff points. Visibility is a prerequisite for governance and incident response.