Our take
What our shortlists say about the one we picked.
- Aurascape
Best for: Teams controlling staff use of AI apps
It makes the list for the workforce side of AI risk, where the question is what your people paste into AI apps, not how your own models are built. That fits mid-market and enterprise teams whose AI exposure is mostly assistants and chat apps. If you also build AI in house, you will likely need a second product for the cloud and model side.
From Best AI SPM Solutions for Business, Fall 2026
Reviewed by Nika (Nikoloz) Kokhreidze.
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VisitAI security platform for visibility & control over enterprise AI app usage.
Scans repos to inventory AI models, agents, datasets & plugins for AI-BOM.
Side-by-side comparison
Feature
Aurascape
Snyk Evo Discovery
Pricing model
Commercial
Free
Category
AI SPM
AI SPM
Deployment and fit
Deployment type
Cloud
Cloud
Company size fit
Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
Aurascape
Snyk
Use cases and capabilities
Shadow AI
Yes
No
AI Governance
Yes
No
GenAI Security
Yes
No
AI DLP
Yes
No
LLM Security
Yes
No
AI Observability
Yes
No
Agentic AI Security
Yes
No
Data Exfiltration
Yes
No
Visibility
Yes
No
Content Filtering
Yes
No
Supply Chain Security
No
Yes
SBOM
No
Yes
AI Bill of Materials
No
Yes
Core features
7 features listed
10 features listed
Integrations
2 integrations listed
No integrations listed
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