Sweet AI Security Platform (AISP) vs Zscaler SPLX AI Asset Management: 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 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.

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 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.

Sweet AI Security Platform (AISP) is developed by Sweet Security. 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.

Sweet AI Security Platform (AISP) integrates with AWS Bedrock, Azure AI Foundry, ChatGPT Enterprise, Copilot Studio, Google Vertex AI and 6 more. 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.

Sweet AI Security Platform (AISP) 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.