Defense-in-depth RAG, not a demo

A RAG system that assumes
someone will try to break it.

Four independent guardrail stages, RBAC-enforced retrieval, and an adversarial evaluation harness — mapped to OWASP's 2025 LLM Top 10 and 2026 Agentic Top 10.

Try the live demo →

How a request is handled

stage 1
Input guardrails
Injection + PII scan
stage 2
Retrieval
Hybrid search + RBAC filter
stage 3
Guarded generation
Context isolated from data
stage 4
Output guardrails
Groundedness + PII + toxicity