Securing an AI system takes multiple layers — screen the input, check the output, test continuously, and govern the agents that act on your behalf. No single vendor covers them all. Pick a layer, select vendors, and see exactly where coverage lands, where it duplicates, and where the gaps are. Every map carries its selection methodology at the bottom.
Tip: Width fills the panel and scrolls down to the full vendor matrix; Fit shrinks the whole diagram onto one screen. A data & AI governance plane — Alation (AIOS) plus 13 Gartner-qualified platforms — underlies all four layers.
Disclaimer. This coverage map is a planning aid provided for general informational and educational purposes only. Placement reflects high-level capabilities as published or claimed by the vendors as of July 2026 and is directional. It is not a certification, audit, benchmark, endorsement, or guarantee of any vendor's performance, and a mark indicates that a capability is claimed to exist, not that it is strong or sufficient for your requirements. Independent validation is required to confirm complete coverage for your environment. Confirm current feature scope with each vendor and test against your own data before contracting. Nothing here is legal, regulatory, or professional advice.
No relationship formed. Using this tool does not create a consulting, advisory, or professional relationship. Engagements begin only under a signed written agreement.
