Automotive Components / QualityA Leading Auto Parts Manufacturer2026-06-08

Auto Parts Leader Generates Inspection Work Instructions from Design Drawings

MOI extracts products, dimensions, tolerances, materials, and technical requirements from drawings, maps them into enterprise templates, and preserves human-review boundaries.

5 stages
Generation workflow
12 items
POC inspection sample
DOCX
Standard export
Human review
No unsupported guesses

Challenge: Repetitive and Error-Prone Preparation

Inspection instructions required detailed fields to be copied from PDF drawings into fixed templates, risking missed appendices, revision records, and conflicting evidence.

Solution: Recognition, Rules, and Review

VLM, OCR, and LLM processing extracts atomic facts and maps them into inspection items. The draft supports evidence preview and editing, leaving unsupported fields pending rather than guessing.

Deliverable: Standardized Work Instructions

The five-stage flow covers upload through DOCX export. In the POC sample, 12 inspection items were generated, with unsupported fields clearly reserved for human completion.