Sweet AI Security Platform (AISP) vs Zscaler AI-SPM: Side-by-Side Comparison (2026)

Sweet AI Security Platform (AISP): End-to-end AI security platform for models, agents, and runtime protection. built by Sweet Security. Core capabilities include AI Bill of Materials (AI-BOM) tracking, AI Security Posture Management (AI-SPM), AI agent discovery and monitoring..

Zscaler AI-SPM: AI security posture mgmt for securing AI models, data, and LLMs in cloud envs. built by Zscaler. Core capabilities include AI model, agent, and service discovery and inventory, Shadow AI detection for unsanctioned deployments, LLM-powered data classification and risk assessment..

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

Sweet AI Security Platform (AISP) differentiates with AI Bill of Materials (AI-BOM) tracking, AI Security Posture Management (AI-SPM), AI agent discovery and monitoring. Zscaler AI-SPM differentiates with AI model, agent, and service discovery and inventory, Shadow AI detection for unsanctioned deployments, LLM-powered data classification and risk assessment.

Sweet AI Security Platform (AISP) is developed by Sweet Security. Zscaler AI-SPM is developed by Zscaler. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Sweet AI Security Platform (AISP) integrates with AWS Bedrock, Azure AI Foundry, ChatGPT Enterprise, Copilot Studio, Google Vertex AI and 6 more. Zscaler AI-SPM integrates with Amazon Bedrock, Microsoft Azure Foundry AI, Google Vertex AI, Hugging Face, Ollama and 1 more. Check integration compatibility with your existing security stack before deciding.

Sweet AI Security Platform (AISP) and Zscaler AI-SPM serve similar AI SPM use cases: both are AI SPM tools. Review the feature comparison above to determine which fits your requirements.