Witness AI Product vs Zscaler AI: Side-by-Side Comparison (2026)

Witness AI Product: Enterprise AI security platform for visibility, governance, and protection. built by WitnessAI. Core capabilities include Network-level visibility of AI usage across employees and agents, AI application and model discovery and cataloging, Real-time intent-based classification and risk analysis..

Zscaler AI: AI security platform protecting against data loss, attacks, and AI threats. built by Zscaler. Core capabilities include AI application and assistant visibility, Granular policy controls for AI access and usage, AI isolation to prevent data sharing..

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

Witness AI Product differentiates with Network-level visibility of AI usage across employees and agents, AI application and model discovery and cataloging, Real-time intent-based classification and risk analysis. Zscaler AI differentiates with AI application and assistant visibility, Granular policy controls for AI access and usage, AI isolation to prevent data sharing.

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

Witness AI Product integrates with Windows Copilot, Office 365. Zscaler AI integrates with Microsoft Copilot. Check integration compatibility with your existing security stack before deciding.

Witness AI Product and Zscaler AI serve similar AI SPM use cases: both are AI SPM tools, both cover Visibility. Review the feature comparison above to determine which fits your requirements.