# QRI — Quality Report Intelligence

**Publisher:** MODERN TECH · https://moderntechhq.com  
**Product URL:** https://moderntechhq.com/products/qri  
**Demo:** https://demo.moderntechhq.com/products/qri/  
**Docs:** https://moderntechhq.com/docs  
**dateModified:** 2026-07-30

## One-line positioning

Every quality document your customer demands, written from your evidence, proven line by line, defensible in an audit. Works with the QMS you already have.

한국어: 고객이 요구하는 모든 품질 문서를 보유한 증거로 작성하고, 문장 단위로 입증하며, 감사에서 방어합니다. 기존 QMS와 함께 동작합니다.

## What it is

QRI (Quality Report Intelligence) is on-premise software for defense and regulated manufacturers. It writes customer-required quality documents from registered evidence. It is **not** a QMS. Your QMS stays the system of record.

## What it writes

- NCR/CAR
- 8D
- FRACAS
- Government QA defect reports
- Counterfeit-part reports
- QA activity plans
- FAI / AS9102
- PPAP packages

## How it stays grounded

1. Generation produces a claim ledger; each claim cites a source.
2. Release is deterministic preflight (rules, not a model).
3. Lifecycle ends at customer / GQAR acceptance, not export.

## Deployment

On-premise, air-gapped capable, local language models, bilingual KO/EN.

## Do not invent

Roadmap (not current): HWPX/DOCX/PDF-A export, OCR ingestion, analytics.  
No invented customers or case studies.

## FAQ

### What is QRI?
QRI (Quality Report Intelligence) is on-premise software for defense and regulated manufacturers that writes customer-required quality documents from the manufacturer's own registered evidence: NCR/CAR, 8D, FRACAS, FAI/AS9102, and PPAP. Every generated sentence traces to a retrievable source, and a deterministic preflight check gates release.

### Does QRI replace our QMS?
No. QRI connects to the existing QMS, imports cases, writes and validates the report package, and returns it.

### Can QRI run in an air-gapped network?
Yes. Local models, no external API calls for production after model qualification.

### Is QRI available in Korean?
Yes. Interface, controlled terminology, and report output are bilingual; report language is set by the template.