Cranium AI Card vs Pebblo (Safe Agent/Safe Infer): Side-by-Side Comparison (2026)

Cranium AI Card: Generates portable AI system compliance & security records w/ BOM & scoring. built by Cranium. Core capabilities include AI Bill of Materials (AI BOM) for component inventory, Vulnerability assessment for AI systems, Compliance framework alignment (EU AI Act, NIST AI RMF, ISO)..

Pebblo (Safe Agent/Safe Infer): AI agent governance platform securing MCP traffic, prompts, and data access. built by Daxa.ai. Core capabilities include Safe Infer: inline inspection of IDE-to-model traffic, blocking and redacting sensitive content in prompts and completions, Safe MCP: MCP Gateway with vetting, sandboxing, runtime permissions, and supply-chain containment for MCP servers, Prompt and command injection detection and stripping before reaching agents or tools..

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