Opaque AI Vendor Supply Chain

Most organisations now buy “AI capabilities” as a bundle: model, API, orchestration, data services, often from different vendors and sub‑processors. When a failure occurs—IP infringement, biased decisions, data leakage—the investigation usually discovers one thing: nobody had really understood the AI supply chain they’d just outsourced. That is the core of an opaque AI vendor supply chain: inherited model, data and operational risk from suppliers you barely see, let alone govern. For risk and audit leaders, this undermines assurance, complicates regulatory accountability, and makes it very hard to evidence that “reasonable due diligence” was performed over AI components. The primary safeguard…

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