Human disposition and separation of duties
AI may extract, compare, explain, and propose. Approval, signature, closure, effectiveness acceptance, waiver, release, and external dispatch remain fresh human or deterministic authority ceremonies.
QRI trust model
Private intelligence. Human quality authority.
QRI is designed so models and agents can assist an investigation without becoming the approver, signer, source of record, or external dispatcher. Every supported operating claim is tied to an exact qualified release and deployment profile.
Control principles
Trust comes from boundaries the product enforces—not from asking users to trust a model.
Exact evidence and execution receipts
Governed records retain source identity, versions, digests, mapping and capture receipts, model/package/policy details, citations, and human dispositions rather than treating generated text as authority.
Permission filtering before retrieval
Authorization is applied before traversal, counts, summaries, search candidates, model input, API output, or future MCP responses so hidden records cannot leak through derived context.
Customer-local operating profiles
QRI is designed for customer-local and disconnected deployment under exact qualified infrastructure profiles. Public-cloud fallback, model downloads, telemetry, or internet dependency are never implied by the marketing page.
AI can assist
- Extract proposed facts with source coordinates
- Compare historical cases and explain similarities or differences
- Identify conflicting evidence and unsupported claims
- Recommend questions, evidence requests, or tests
- Draft cited investigation language for human review
AI cannot become authority
- Approve or electronically sign a quality record
- Close a report, CAPA, action, effectiveness check, or audit finding
- Waive a control, training obligation, or evidence requirement
- Change supplier approval status or release product
- Dispatch to another system without the controlled authority path
Exact support boundaries are part of the product.
A QRI pilot or production deployment must state the supported operating system, database, ingress, identity provider, artifact storage, model packages, source rights, retention, backup and restore, incident responsibilities, and writeback boundary. QRI does not claim regulatory certification simply because the software is installed.