Make your RAG system audit-ready before production.
A focused 2-3 week assessment for teams that need to prove whether their RAG answers are grounded, privacy-aware, policy-aligned, and reviewable by compliance stakeholders.
A clear risk picture and a practical production path.
Your RAG system may work. The question is whether you can prove it is safe.
Unsupported Claims
Answers can include rates, policy details, or operational claims that are not supported by retrieved context.
PII and PHI Leakage
Retrieved context can surface customer, patient, or employee identifiers directly inside model output.
Weak Audit Evidence
Teams often have logs, but not the evidence needed to explain why an answer was allowed, blocked, or changed.
What we assess
The assessment focuses on the operational controls that matter when RAG moves from prototype to production.
A clear process, not an open-ended consulting project.
Discovery
Review the RAG workflow, data sources, policies, user groups, and production goals.
Risk Testing
Run representative prompts for grounding, privacy, policy, jailbreak, and failure-mode checks.
Evidence Review
Inspect what the system records today and what would be missing during an audit.
Briefing
Deliver findings, recommended controls, and a pilot path for HardRAG or your internal stack.
Start with audit-only confidence.
The safest first step is to evaluate your RAG system without blocking users, then decide which controls belong in production.