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Scenario

Jennifer has been a merchandiser at a US-based apparel import company for eight years. Her toughest task is handling Chinese Tech Packs from overseas manufacturers—20+ page PDFs with 30+ measurement points, Chinese technical terms, tolerance tables, and fractional inch values for seven sizes. Her old process: open the PDF, translate line by line, type numbers into Excel by hand. One Tech Pack took 2–3 hours. Misreading 1/2” as 1/4” once caused a rework that cost the company over $30,000. Her manager suggested trying QoderWork.

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File Prep

Jennifer put the latest Tech Packs in a folder: 
Desktop/Order-2024SS-ClientABC/
├── ABC-SS24-Style001-TechPack.pdf
├── ABC-SS24-Style002-TechPack.pdf
└── ABC-SS24-Style003-TechPack.pdf
1

Select your folder

In QoderWork, select the Order-2024SS-ClientABC folder.
2

Enter your prompt

In the chat:
These are Chinese Tech Pack PDFs from our manufacturer. Process each one:
1. Extract all points of measure (POM) and translate terms to English
2. Format as Excel with:
   - Columns: Measurement point / Chinese name / English name / Tolerance (+/-)
   - Rows: S / M / L / XL / XXL / XXXL for each size
3. Keep fractional values exact (e.g., 1/2", 3/4")
4. One sheet per Style, filename includes Style number
Pay special attention to fractional accuracy—it affects production quality.

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What QoderWork Did

QoderWork read all three PDFs, parsed the Chinese tables and terminology, and produced bilingual size spec Excel files in about 10 minutes. Jennifer spot-checked: 30+ measurement points and seven sizes were correct, including the trickiest fractions.

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Ongoing Use

When new orders arrive:
  1. Drop new Tech Pack PDFs into the order folder
  2. Tell QoderWork: “Two new Style Tech Packs are in. Process them in the same format.”
QoderWork detects new files and outputs in the same format. Jennifer also uses it for cross-checks: “Compare Style001 and Style002 measurements and highlight differences.” What used to take an afternoon now takes minutes.

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Key Metrics

MetricResult
Time savedFrom 2–3 hours per pack to ~10 minutes for 3 packs
Accuracy100%, avoiding costly fraction errors
ReuseCleaner folders = smoother future runs
User quote: “100% accuracy—avoided a huge loss.”

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Pro Tips

The main trick is defining output format and precision in the prompt. Jennifer didn’t say “help me organize Tech Packs.” She specified column and row structure, and stressed “keep fractional values exact” and “pay special attention to fractional accuracy.” Putting quality rules in the prompt drives reliable output. Another tip: organize by order (e.g., Order-2024SS-ClientABC). New orders go in the right folder, and “process in the same format” reuses the flow. For precision-sensitive work, spell out exactly what the output should look like and what must not be wrong.