Akto Secure AI Usage vs Mirror Security: Side-by-Side Comparison (2026)

Akto Secure AI Usage: Monitors and secures employee AI tool usage across devices and endpoints. built by Akto. Core capabilities include Continuous monitoring of AI tools across employee devices, Detection of MCP servers and AI agents on endpoints, Real-time interception of unsafe AI interactions..

Mirror Security: Secures AI coding assistants by controlling data access and monitoring prompts. built by Mirror Security. Core capabilities include Access control for AI tools in development environments, Policy-based blocking of outbound traffic from sensitive files and repositories, Scanning of AI prompts and outputs for sensitive data..

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

Akto Secure AI Usage differentiates with Continuous monitoring of AI tools across employee devices, Detection of MCP servers and AI agents on endpoints, Real-time interception of unsafe AI interactions. Mirror Security differentiates with Access control for AI tools in development environments, Policy-based blocking of outbound traffic from sensitive files and repositories, Scanning of AI prompts and outputs for sensitive data.

Akto Secure AI Usage is developed by Akto. Mirror Security is developed by Mirror Security. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Akto Secure AI Usage and Mirror Security serve similar AI SPM use cases. Review the feature comparison above to determine which fits your requirements.