Aurva AI Security Posture Management (AI-SPM) vs Zscaler SPLX Platform: Side-by-Side Comparison (2026)

Aurva AI Security Posture Management (AI-SPM)

Mid-market and enterprise security teams deploying custom AI/ML models will find real value in Aurva AI Security Posture Management because it discovers shadow AI instances you didn't know existed, then monitors them without agent overhead. The agentless architecture and zero-payload monitoring model means you get visibility into rogue LLM applications and model drift without slowing inference pipelines. Skip this if your organization runs only off-the-shelf SaaS AI tools like ChatGPT; Aurva's strength lies in finding and hardening proprietary models where your actual IP risk lives.

Zscaler SPLX Platform

Mid-market and enterprise security teams deploying internal LLM applications need Zscaler SPLX Platform because it's the only platform that treats AI systems as supply chain risk, not just another application to monitor. The platform covers the full NIST lifecycle from ID.AM asset discovery through DE.CM runtime inspection, with native jailbreak detection and automated red teaming that catches prompt injection attacks before they reach production. Skip this if your organization hasn't yet built or integrated custom LLM applications; you're paying for capabilities you won't use for another 18 months.