Our take
What our shortlists say about the one we picked.
- 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
Reviewed by Nika (Nikoloz) Kokhreidze.
KnocknocSponsored
Hi Citrix. Hide VPNs. Hide Windows on a LAN. Knocknoc solves this. Just in time identity linked allow-listing. DIY, on-premise or SaaS. Prevent attacks fast.
Visit
AI workspace security platform for governing employee use of AI builder tools.
Security platform for AI/GenAI workloads with runtime visibility & threat detection
Side-by-side comparison
Feature
Pluto
Sysdig AI Workload Security
Pricing model
Commercial
Commercial
Category
AI SPM
AI SPM
Deployment and fit
Deployment type
Cloud
Cloud
Company size fit
Mid-Market, Enterprise
Mid-Market, Enterprise
Company
Company
Pluto
Sysdig
Use cases and capabilities
AI Governance
Yes
No
Shadow AI
Yes
No
Agentic AI Security
Yes
No
GenAI Security
Yes
No
AI SPM
Yes
No
Supply Chain Security
Yes
No
LLM Security
Yes
No
No Code
Yes
No
Visibility
Yes
No
Attack Paths
No
Yes
Cloud Native
No
Yes
Core features
7 features listed
8 features listed
Integrations
14 integrations listed
6 integrations listed
Need help choosing?
See more solutions in this category, or build a security stack from your picks.
