Shadow AI morphs into shadow operations

The text argues for the operational need of an AI Bill of Materials (AI BOM) to inventory models, agents, orchestration layers, and dependencies across AI systems and supply chains; it highlights gaps in visibility (including third-party and self-hosted models), uneven training-data lineage, and the governance challenges that arise without a unified inventory.