Best Zscaler AI-SPM Alternatives & Competitors in 2026
Top picks: Matos AI SPM, Zscaler SPLX Platform, Witness AI Product — plus 25 more compared.
AI SecurityTop picks: Matos AI SPM, Zscaler SPLX Platform, Witness AI Product — plus 25 more compared.
AI SecurityZscaler AI-SPM is a commercial AI SPM tool developed by Zscaler. Security professionals most commonly compare it with Matos AI SPM, Zscaler SPLX Platform, Witness AI Product, Aurva AI Security Posture Management (AI-SPM), and Aurva AI Observability. All 28 alternatives are matched by shared capabilities, tags, and NIST CSF 2.0 coverage.
A closer look at the 8 most relevant alternatives and competitors to Zscaler AI-SPM, including their key features and shared capabilities.
AI Security Posture Management solution for AI models, data, and services
End-to-end platform for securing AI systems from build to runtime
Enterprise AI security platform for visibility, governance, and protection
AI Security Posture Management platform for AI/ML infrastructure security
AI observability platform for shadow AI discovery and inventory management
AI Security Posture Management platform for discovering and securing AI agents
End-to-end platform for securing AI systems across their entire lifecycle
End-to-end AI security platform for models, agents, and runtime protection
AI Security Posture Management platform for AI/ML infrastructure security
AI observability platform for shadow AI discovery and inventory management
AI Security Posture Management platform for discovering and securing AI agents
End-to-end AI security platform for models, agents, and runtime protection
Platform securing AI apps, agents, models & data across development lifecycle
AI asset discovery & security posture mgmt platform for LLMs, agents & workflows
Security platform for AI/GenAI workloads with runtime visibility & threat detection
Comprehensive AI security platform protecting AI systems and applications
GenAI security platform for shadow AI discovery, prompt injection defense & DLP
Secures AI coding assistants by controlling data access and monitoring prompts.
Real-time inventory tool for discovering and monitoring all AI usage across an org.
Discovers and inventories AI assets across enterprise codebases, clouds, and apps.
AI trust infrastructure platform for securing GenAI apps & workforce usage
Monitors and governs enterprise AI tool usage via existing security stack.
GitHub Action scanner for LLM-specific app vulnerabilities like prompt injection.
Common questions security professionals ask when evaluating alternatives and competitors to Zscaler AI-SPM.
The most popular alternatives to Zscaler AI-SPM include Matos AI SPM, Zscaler SPLX Platform, Witness AI Product, Aurva AI Security Posture Management (AI-SPM), and Aurva AI Observability. These AI SPM tools offer similar capabilities and are frequently compared by security professionals evaluating their options.
