Vendor evidence

CyberArk materials reviewed did not provide a public claim for model provenance, artifact scanning, signatures, unsafe serialization, or malicious model-package detection.

CyberArk materials reviewed did not provide a public claim for AI spend attribution, budgets, chargeback, rate limits, or token-cost anomaly detection.

CyberArk materials reviewed did not provide a public licensing unit or price for Secure AI Agents or AI Agent Gateway.

BigID materials reviewed did not provide a public claim for authenticating, authorizing, logging, or enforcing direct agent-to-agent communication.

BigID materials reviewed did not provide a public claim for service-account discovery, application programming interface (API)-key lifecycle, secret rotation, or machine-credential governance.

BigID materials reviewed did not provide a public claim for coding-agent commands, filesystem or network actions, skills, hooks, extensions, packages, or workstation activity.

BigID materials reviewed did not provide a public claim for AI spend attribution, budgets, chargeback, rate limits, or token-cost anomaly detection.

BigID materials reviewed did not provide a public AI-security licensing unit or price.

Obsidian materials reviewed did not provide a public claim for authenticating or authorizing direct agent-to-agent communication.

Obsidian materials reviewed did not provide a public claim for AI spend attribution, budgets, chargeback, rate limits, or token-cost anomaly detection.

Obsidian materials reviewed did not provide a public per-user, per-agent, event-volume, platform, or usage-based licensing unit for AI Security.

Cloudflare materials reviewed did not provide a public claim for adversarial AI red teaming, evaluation campaigns, or regression release gates.

Cloudflare materials reviewed did not provide a public claim for controlling coding-agent commands, filesystem or network actions, skills, hooks, extensions, packages, or workstation activity.

Orca materials reviewed did not provide a public claim for tenant-level inventory of embedded AI features across enterprise software as a service (SaaS) applications.

Orca materials reviewed did not provide a public claim for workforce allow, coach, restrict, isolate, redirect, or block controls over unapproved AI use.

Orca materials reviewed did not provide a public claim for browser session controls over AI upload, download, copy, paste, sharing, or form submission.

Orca materials reviewed did not provide a public product claim for adversarial AI red teaming, evaluation campaigns, or regression release gates.

Orca materials reviewed did not provide a public claim for an AI or Model Context Protocol (MCP) gateway that proxies and enforces prompt, response, tool-call, or Model Context Protocol (MCP) policy at runtime.

Orca materials reviewed did not provide a public claim for agent identities, tool calls, Model Context Protocol (MCP) actions, delegation, or agent workflow telemetry.

Orca materials reviewed did not provide a public claim for authenticating, authorizing, logging, or enforcing agent-to-agent communication.