AI Security Posture Management vs Zscaler SPLX AI Asset Management: Side-by-Side Comparison (2026)

Short answer

Enterprise security teams deploying homegrown AI agents and SaaS tools across multiple platforms need Zenity's AI Security Posture Management because shadow AI discovery actually works across your sprawl, not just in managed environments. The platform covers 195 employees' worth of focus on AI agent visibility paired with detection and response capabilities that address ID.AM and DE.CM simultaneously, closing the gap most teams face between knowing what AI is running and stopping misuse. Skip this if your organization treats AI security as a compliance checkbox rather than an operational priority; Zenity requires active threat hunting and response workflows to justify the cost. Mid-market and enterprise security teams that have lost visibility into which LLMs and AI agents are actually running in their environment should start with Zscaler SPLX AI Asset Management; automated discovery across code repositories and cloud platforms finds what manual inventories consistently miss. The AI Bill of Materials generation plus continuous vulnerability assessment on agents and MCP servers maps supply chain risk that most organizations can't currently quantify. This tool prioritizes asset identification and risk assessment over enforcement controls, so teams expecting granular model governance features or deep integration with existing PAM platforms may find the blocking capabilities limited compared to purpose-built AI governance layers.

Based on our analysis of core features, integrations, company size fit, deployment model, here is our conclusion: