Data governance & privacy
BigID's AI-oriented module inside its data security platform. It inventories AI models, agents, copilots, prompts, vector stores and pipelines, classifies the data feeding training, retrieval and inference, and maps lineage of that data. Claims come from vendor product pages; BigID's technical documentation is not publicly reachable.
commercial · generally available · Research snapshot 2026-09-06
Visit the official product source ↗Data governance & privacy · Agent discovery & inventory · AI risk & compliance management
Useful conversation with: CISO, Chief data officer, Privacy counsel.
Demonstrate how BigID builds an AI asset inventory that links a vector database to the sensitive datasets embedded in it and the identities allowed to query it.
Support labels reflect the supplied research. Documentation and vendor claims are not independent product tests. “Not established” means the researcher did not find support; it does not prove a capability is absent.
Vendor claim
Discovers and inventories AI models, agents, copilots, applications, datasets, prompts, pipelines, vector databases and shadow AI across the enterprise.
Limit: Product page; no documentation of scanners, supported platforms or detection method per asset type.
Vendor claim
Maps how sensitive data flows through AI training, tuning, inference, retrieval, prompts and downstream workflows.
Limit: Lineage granularity and whether it is derived from scanning or from platform metadata is not stated.
Vendor claim
Provides scoped role-based access control by person, team or domain and the ability to track and restrict access to genAI data by user, model or agent.
Limit: Homepage marketing text; enforcement point for restricting agent access to data is not documented.
Listing does not imply partnership, supplier status, a working DutyGraph integration, or a compliance certification.
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