- 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
- Palo Alto Networks Prisma AIRS
Best for: Teams wanting AI posture, testing and runtime in one
It earns its place because posture is only one of five jobs it does, so you can cover discovery, model scanning, testing and runtime with one vendor. That breadth suits mid-market and enterprise teams already standardized on Palo Alto, but if you only need an inventory and risk view today, ask which modules you actually have to buy to get it.
From Best AI SPM Solutions for Business, Fall 2026
