Caterpillar vs Discover AI: side-by-side comparison (2026)
Caterpillar is a free agentic AI security solution by Alice. Discover AI is a commercial agentic AI security solution by Straiker. Features, integrations, deployment and the company behind each one, side by side.
Our take
What our shortlists say about the one we picked.
- Discover AI
Best for: Security teams building first inventory of enterprise AI agents
The integration list reflects where agentic AI is actually being built: Amazon Bedrock AgentCore, Azure AI Foundry, Microsoft Copilot Studio, Cursor, Claude Code, GitHub Copilot. These are the developer tools and platforms where AI agents originate. Straiker's positioning as a discovery and posture management layer means it is designed to be paired with a detection and response solution rather than replace one. If you are starting from zero visibility into your AI agent population, Discover AI is the right first step.
From Best Agentic AI Security Solutions for Business, Fall 2026
Reviewed by Nika (Nikoloz) Kokhreidze.
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Side-by-side comparison
Feature
Caterpillar
Discover AI
Pricing model
Free
Commercial
Category
Agentic AI Security
Agentic AI Security
Verified
No
No
Deployment and fit
Deployment type
On-Premises
Cloud
Company size fit
Startup, SMB, Mid-Market, Enterprise
Mid-Market, Enterprise
Company
Company
Alice
Straiker
Use cases and capabilities
Agentic AI Security
Yes
Yes
MCP Security
Yes
Yes
LLM Security
Yes
Yes
Supply Chain Security
Yes
No
Security Scanning
Yes
No
Data Exfiltration
Yes
No
Permissions
Yes
No
Open Source
Yes
No
CI/CD
Yes
No
AI SPM
No
Yes
AI Observability
No
Yes
Shadow AI
No
Yes
Inventory
No
Yes
Misconfiguration
No
Yes
Visibility
No
Yes
GenAI Security
No
Yes
Core features
10 features listed
10 features listed
Integrations
3 integrations listed
6 integrations listed
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