- Sweet AI Security Platform (AISP)
Best for: Enterprises securing autonomous AI agents across major SaaS platforms
The AIDR component routes agent traffic through an AI Gateway for real-time prompt analysis and blocking. That is runtime protection, not just posture management. The behavioral baseline detection adds another layer: if an agent starts doing things it has never done before, Sweet flags it. The trade-off is that this level of agent instrumentation requires integration work upfront. This is not a solution you deploy in an afternoon. Plan for a proper implementation engagement.
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
