Witness AI Product vs Zscaler SPLX AI Asset Management: 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 SPLX AI Asset Management: AI asset discovery & security posture mgmt platform for LLMs, agents & workflows. built by SPLX. Core capabilities include Automated discovery of LLMs, AI workflows, agents, and MCP servers, AI Bill of Materials (AI-BOM) generation, LLM benchmark scoring and safety assessment..

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 SPLX AI Asset Management differentiates with Automated discovery of LLMs, AI workflows, agents, and MCP servers, AI Bill of Materials (AI-BOM) generation, LLM benchmark scoring and safety assessment.

Witness AI Product is developed by WitnessAI. Zscaler SPLX AI Asset Management is developed by SPLX. 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 SPLX AI Asset Management integrates with AWS, Azure, Google Cloud, GitHub, GitLab and 1 more. Check integration compatibility with your existing security stack before deciding.

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