Public-source research
Vendor evidence
Review what vendors say publicly, the exact quoted source text, the security requirement each statement may support, and what still needs verification.
Research library coverageCounts describe the research workflow, not vendor quality or product effectiveness.View details
Evidence records1280
Source checked863
Needs verification0
Source captured0
No supporting claim found411
Excluded from evidence6
WitnessAI claims it uncovers shadow AI usage and catalogs AI applications, Model Context Protocol (MCP) servers, and agents while monitoring real-time interactions.
Uncover shadow AI usage, catalog your complete AI inventory—applications, MCP servers, and agents—and monitor real-time interactions
Related framework references (5)