Compare / AI-SPM vs CNAPP
AI-SPM vs CNAPP
CNAPP is cloud-native application protection platform bundling CSPM, CWPP, CIEM and sometimes ASPM into one console. AI-SPM is the broader programme that adds asset discovery, adversarial testing, runtime gateway controls, and control-ID compliance evidence.
Last reviewed June 2026
Problem
What AI-SPM vs CNAPP really means
CNAPP covers a slice of AI risk. The gap is the rest of the AI control surface: CNAPP suites that ship an AI module typically discover managed model services and add a few prompt-injection probes on top of their cloud posture engine; they do not run a self-hosted runtime AI gateway, do not enumerate MCP server tools, do not score RAG corpus tainting, and do not produce control-ID evidence across the six AI frameworks.
How Penaxtra approaches it
How Penaxtra closes the gap
AI-SPM is purpose-built for the full AI control surface: 11 AI asset kinds today, three-judge adversarial testing, self-hosted runtime gateway, and six-framework compliance evidence. Most customers run AI-SPM alongside CNAPP rather than replacing it.
Technical capabilities
What Penaxtra adds
Self-hosted runtime gateway with Ed25519-signed policy distribution
Three judges (Anthropic, OpenAI, Google) + meta-judge consensus on every adversarial finding
Six-framework compliance mapping at control-ID level
PDF + JSON audit-evidence export with twenty-two cross-framework overlaps
Compliance mapping
Compliance coverage compared
AI-SPM evidence stands alongside CNAPP findings; the two are complementary, not substitutes.
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