- Zenity AI Security Posture Management
Best for: Teams securing Copilot and low-code AI agents
It is on the list for the low-code agent problem, where business users build agents faster than security can vet them. That makes it a strong fit if your company runs heavily on Microsoft, Salesforce or ServiceNow. If most of your AI is custom models in your own cloud, check how deep its coverage goes there before you commit.
From Best AI SPM Solutions for Business, Fall 2026
- Zscaler AI-SPM
Best for: Zscaler customers running AI on cloud platforms
This is a close match for the core job of the list, because it starts from the cloud AI platforms where your models and data actually sit. It plugs into Zscaler Data Security, so it pays off most if you already run Zscaler, and you should check how much of the value holds up without it.
From Best AI SPM Solutions for Business, Fall 2026
