Agen.co Discover vs White Circle Control Your AI: Side-by-Side Comparison (2026)

Agen.co Discover: Discovers & inventories all AI agents across IdP, cloud, and endpoints. built by Agen.co. Core capabilities include Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required..

White Circle Control Your AI: AI control layer for testing, protecting, observing, and optimizing AI apps. built by White Circle. Core capabilities include Automated red teaming for AI systems, Custom low-latency guardrails, PII detection and blocking..

Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.

Agen.co Discover differentiates with Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required. White Circle Control Your AI differentiates with Automated red teaming for AI systems, Custom low-latency guardrails, PII detection and blocking.

Agen.co Discover is developed by Agen.co. White Circle Control Your AI is developed by White Circle. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Agen.co Discover and White Circle Control Your AI serve similar Agentic AI Security use cases. Review the feature comparison above to determine which fits your requirements.