Mirror Security vs Zscaler AI-SPM: Side-by-Side Comparison (2026)

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..

Zscaler AI-SPM: AI security posture mgmt for securing AI models, data, and LLMs in cloud envs. built by Zscaler. Core capabilities include AI model, agent, and service discovery and inventory, Shadow AI detection for unsanctioned deployments, LLM-powered data classification and risk assessment..

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

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. Zscaler AI-SPM differentiates with AI model, agent, and service discovery and inventory, Shadow AI detection for unsanctioned deployments, LLM-powered data classification and risk assessment.

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

Mirror Security and Zscaler AI-SPM serve similar AI SPM use cases: both are AI SPM tools. Review the feature comparison above to determine which fits your requirements.