Datadog Code Security Secret Scanning vs Unixi Shadow AI: side-by-side comparison (2026)
Datadog Code Security Secret Scanning is a commercial secrets detection solution by Datadog. Unixi Shadow AI is a commercial non-human identity solution by Unixi. Features, integrations, deployment and the company behind each one, side by side.
Scans code repositories and runtime environments for exposed secrets and credentials
Discovers shadow AI tools & controls NHI OAuth/API access to corporate SaaS.
Side-by-side comparison
Feature
Datadog Code Security Secret Scanning
Unixi Shadow AI
Pricing model
Commercial
Commercial
Category
Secrets Detection
Non-Human Identity
Deployment and fit
Deployment type
Cloud
Cloud
Company size fit
SMB, Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
Datadog
Unixi
Use cases and capabilities
CI/CD
Yes
No
DevSecOps
Yes
No
Secret Detection
Yes
No
Secrets Management
Yes
No
Shadow AI
No
Yes
Non-Human Identity
No
Yes
Data Exfiltration
No
Yes
AI Governance
No
Yes
Agentic AI Security
No
Yes
SSO
No
Yes
Visibility
No
Yes
GenAI Security
No
Yes
LLM Security
No
Yes
Core features
8 features listed
7 features listed
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