Paid one-time audit for a limited customer corpus of documents and screenshots Scope: up to 25 representative files, maximum 200 pages total, and up to 15 fixed questions; extra files, pages, questions, or rework are quoted separately Qwen3-Embedding 0.6B/4B and Qwen3-Reranker 0.6B/4B retrieval benchmark Fixed questions, source-citation review, top-k misses, and access-boundary notes Private-data handling, retention, and tenant-scope checklist Short report with go/no-go: Team RAG pilot, Business Secure workflow, or stop Upgrade path: when the recurring Team RAG scope is approved within 30 days, the EUR 431 audit fee is credited against its setup fee and confirmed before provisioning One-time audit; monthly production management is quoted separately Use this as a measured first step before the recurring Team RAG service. It covers a bounded representative corpus and fixed questions on the approved local data path. It does not promise production throughput or legal compliance before the actual benchmark and security review pass.