Filtered Dimension Extraction for Lift Manufacturing
80–90% reduction in manual effort per drawing, processing capacity scaled to 200 drawings per day, consistent two-sheet Excel output for every extraction
Manually identifying and filtering dimensions without abbreviation. Mapping data into ERP-ready formats was not possible with high volumes of 200 drawings per day without expanding team count to assist with the manual process.
- Dimensions needed to be mapped to an abbreviation table.
- Only certain dimensions were required for processing downstream and had to be filtered/extracted manually.
Adeos deployed an on-premise pipeline combining vision language models with OCR to extract, filter, and structure dimension data from engineering drawings into ERP-ready Excel output
- Handled both digital AutoCAD-generated PDFs and scanned client PDFs format.
- Filters dimensions by target abbreviation suffixes (WW, WD, SS, HT), removing irrelevant data automatically.
- Returns a confidence score per extraction via real-time API. QC teams review only lower-confidence outputs.
- Delivers a structured two-sheet Excel output drawing dimensions with abbreviation suffixes and associated/supplementary tabular data per drawing.
| Impact Metric | Before | After |
|---|---|---|
Manual effort per drawing | ~30–60 mins per drawing | ~5–10 mins |
Processing capacity | ~30–50 drawings/day | 200 drawings/day |
Quality control effort | 100% of drawings reviewed | ~10–20% (low-confidence only) |
Confidence scoring shifted QC from checking every record to reviewing only flagged outputs. Processing capacity scaled with drawing volume, not headcount.
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