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.
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Security platform for AI/GenAI workloads with runtime visibility & threat detection
Side-by-side comparison
Feature
Opsin
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
Opsin
Sysdig
Use cases and capabilities
AI SPM
Yes
No
AI Governance
Yes
No
Shadow AI
Yes
No
GenAI Security
Yes
No
Microsoft 365
Yes
No
AI Copilot
Yes
No
Sensitive Data
Yes
No
Misconfiguration
Yes
No
AI Observability
Yes
No
Agentic AI Security
Yes
No
Attack Paths
No
Yes
Cloud Native
No
Yes
Core features
6 features listed
8 features listed
Integrations
5 integrations listed
6 integrations listed
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