ConceptPublic Ready
AI Product Supply Chain
An AI product is composed of models, prompts, policies, data, context, tools, orchestration, infrastructure, evaluations, and generated artifacts.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Topic
Security of the models, data, prompts, policies, tools, orchestration, infrastructure, and generated artifacts that compose AI products.
Research record
Research on AI product dependency ownership, artifact provenance, control boundaries, and software supply-chain exposure.
Connected intelligence
An AI product is composed of models, prompts, policies, data, context, tools, orchestration, infrastructure, evaluations, and generated artifacts.
Organizations often treat the model as the AI product while under-modeling the data, context, prompts, tools, orchestration, infrastructure, and generated artifacts around it.
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.