Shadow Defend vs Trend Micro Secure AI Factory: side-by-side comparison (2026)
Shadow Defend is a commercial AI governance solution by Shadow Defend. Trend Micro Secure AI Factory is a commercial MLSecOps solution by Trend Micro. Features, integrations, deployment and the company behind each one, side by side.
Browser extension for AI governance: discovers, monitors & controls AI tool use.
End-to-end platform for secure enterprise AI deployment with compliance controls
Side-by-side comparison
Feature
Shadow Defend
Trend Micro Secure AI Factory
Pricing model
Commercial
Commercial
Category
AI Governance
MLSecOps
Deployment and fit
Deployment type
Cloud
Hybrid
Company size fit
Startup, SMB, Mid-Market, Enterprise
Mid-Market, Enterprise
Company
Company
Shadow Defend
Trend Micro
Use cases and capabilities
AI Governance
Yes
No
Shadow AI
Yes
No
AI DLP
Yes
No
Browser Security
Yes
No
LLM Security
Yes
No
PII
Yes
No
OWASP
Yes
No
AI Compliance
Yes
No
Sensitive Data
Yes
No
Core features
9 features listed
10 features listed
Integrations
4 integrations listed
5 integrations listed
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