- 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
- Sysdig AI Workload Security
Best for: Cloud teams running AI workloads in containers
It earns a spot because it joins posture with runtime evidence, so you rank AI risks by what is really happening in your workloads. It fits cloud and platform teams that run AI in containers and Kubernetes and already use Sysdig. Its view starts at the workload, so weigh how much you also need on AI apps used by staff and on SaaS agents.
From Best AI SPM Solutions for Business, Fall 2026
