SaaS
Your AI feature is now part of your attack surface.
When the model is in your product, prompt injection, retrieval leakage and over-privileged tool calls become your incidents — and your customers' security questionnaires.
RAG security · red teaming · agent governance
Exposure
The risk.
- R-01
AI features in the product
Customer-facing prompts, outputs and tool calls are reachable by anyone with an account, including an attacker.
- R-02
RAG pipelines
Retrieval mixes tenants, indexes untrusted content and inherits access-control gaps that never appear in a code review.
- R-03
Agent tooling
Agents call internal tools and third-party APIs on a user's behalf, with far more reach than the feature needs.
How XAIGuard answers it
Three capabilities that carry the load.
Frameworks in scope
OWASP LLM Top 10 (2025)MITRE ATLASNIST AI RMF (MEASURE)ISO/IEC 42001AIUC-1
Next step