- Aurascape
Best for: Teams controlling staff use of AI apps
It makes the list for the workforce side of AI risk, where the question is what your people paste into AI apps, not how your own models are built. That fits mid-market and enterprise teams whose AI exposure is mostly assistants and chat apps. If you also build AI in house, you will likely need a second product for the cloud and model side.
From Best AI SPM Solutions for Business, Fall 2026
- Token Agentic AI and Non-Human Identity Security
Best for: Teams sizing agent access to what each agent is meant to do
Weigh it against Astrix, because both treat an agent as an identity to inventory and limit. Token's difference is intent: it sets access from what each agent is meant to do and keeps adjusting it. Astrix instead issues short-lived, scoped credentials when an agent is created. Token's product page describes alerts and access fixes, not stopping an action as it runs, so pair it with a runtime or endpoint control if you need blocking.
From Best Agentic AI Security Solutions for Business, Fall 2026
