Training Manual — Section 70 · Garment Industry

Buyer Technical File & Requirement Intelligence System (BTR-IS)

The buyer requirement brain for garment factories — intelligence for tech pack decoding, requirement mapping, gap detection, compliance, risk prediction, and correction.

Buyer technical file requirements
01

Purpose

Goal

Create a global buyer requirement intelligence engine that reads tech packs, decodes requirements, maps them to factory SOPs, flags missing and conflicting requirements, and ensures buyer compliance — the buyer requirement brain for garment factories.

What BTR-IS Ensures

Read buyer tech packsDecode buyer requirementsMap requirements to factory SOPsFlag missing requirementsFlag conflicting requirementsEnsure buyer complianceEliminate interpretation errorsReduce sample rejectionReduce shipment risk
02

Buyer Requirement Categories (Garment-Specific)

A. Measurement Requirements

  • Size chart
  • Tolerance
  • Grading rules
  • Shrinkage adjustment

B. Construction Requirements

  • Stitch type
  • Seam type
  • Seam allowance
  • Operation sequence
  • Attachment method

C. Fabric Requirements

  • GSM
  • Composition
  • Shrinkage
  • Color
  • Shade band
  • Fabric performance

D. Trims & Accessories Requirements

  • Buttons
  • Zippers
  • Elastic
  • Drawcord
  • Labels
  • Hangtags
  • Packaging trims

E. Wash Requirements

  • Wash type
  • Shade level
  • Hand feel
  • Shrinkage
  • Chemical restrictions

F. Testing Requirements

  • Physical tests
  • Color fastness
  • Chemical tests
  • Performance tests

G. Packing Requirements

  • Folding
  • Polybag
  • Barcode
  • Sticker
  • Carton
  • Assortment

H. Compliance Requirements

  • Social compliance
  • Environmental compliance
  • Chemical compliance
  • Safety compliance
03

BTR-IS Data Inputs

Factory Inputs

  • Buyer tech pack
  • Buyer manual
  • Style BOM
  • Fabric details
  • Trims details
  • Wash recipe
  • Testing plan

NOSK Life Inputs

  • GGKI buyer nodes
  • Unified buyer requirement standard
  • Buyer compliance rules
  • SOP mapping rules
04

BTR-IS Intelligence Layers

1

Layer 1 — Tech Pack Decoding Engine

AI extracts measurements, construction, fabric, trims, wash, testing, packing, and compliance.

2

Layer 2 — Requirement Mapping Engine

AI maps buyer requirements to factory SOPs, processes, and capabilities.

3

Layer 3 — Requirement Gap Engine

AI identifies missing, conflicting, wrong, and risky requirements.

4

Layer 4 — Buyer Compliance Engine

AI checks buyer rules, standards, and restrictions.

5

Layer 5 — Requirement Risk Prediction

AI predicts measurement, construction, fabric, wash, testing, and packing risk.

6

Layer 6 — Requirement Correction Engine

AI recommends corrections, SOP updates, and process changes.

05

Tech Pack Decoding Model

Tech Pack Decoding Example

Context

  • Buyer: Decathlon
  • Tech pack missing "Shrinkage tolerance"

BTR-IS Output

  • Missing requirementShrinkage tolerance
  • RiskHigh
06

Requirement Mapping Model

Requirement Mapping Example

Context

  • Buyer requires "Flatlock seam"
  • Factory SOP uses "Overlock + Coverstitch"

BTR-IS Output

  • GapHigh
  • CorrectionUse flatlock machine
07

Requirement Gap Model

Requirement Gap Example

Context

  • Buyer requires "5-ply carton"
  • Factory uses "3-ply carton"

BTR-IS Output

  • GapHigh
  • CorrectionUpgrade carton
08

Buyer Compliance Model

Buyer Compliance Example

Context

  • Buyer: H&M
  • Requirement: No phthalates
  • Factory uses PVC trims

BTR-IS Output

  • RiskHigh
  • CorrectionReplace trims
09

Requirement Risk Prediction Model

Risk Prediction Example

Context

  • Measurement tolerance too tight

BTR-IS Output

  • RiskHigh
10

Requirement Correction Engine

Correction Example

Context

  • Buyer requires "Shade band level 2"
  • Factory wash recipe produces level 3

BTR-IS Output

  • CorrectionReduce wash time
11

BTR-IS Dashboards

Dashboard Shows

  • Buyer requirements
  • Requirement gaps
  • Compliance score
  • Risk prediction
  • SOP mapping
  • Correction actions

Users

MerchandisingQAQCIEProductionWashingPackingFactory directorsBuyer teams
12

BTR-IS Alerts

Measurement Alerts

  • Wrong tolerance
  • Wrong grading

Construction Alerts

  • Wrong seam
  • Wrong stitch

Fabric Alerts

  • Wrong GSM
  • Wrong shrinkage

Wash Alerts

  • Wrong shade
  • Wrong recipe

Testing Alerts

  • Wrong test method

Packing Alerts

  • Wrong folding
  • Wrong polybag
  • Wrong carton
13

BTR-IS Improvement Roadmap

Roadmap Includes

Requirement mapping improvement
SOP alignment
Buyer compliance improvement
Risk reduction

Roadmap Duration

1 month
3 months
6 months

The buyer requirement brain

BTR-IS connects to buyer compliance, measurement, and construction systems.

Written by Sanjeewa Dehiwalagewww.nosk.lifeAll rights reserved.

Advanced factory handbook

Buyer Technical File Requirements: practical industry application

Technical-file intelligence converts buyer requirements into one controlled source for product design, materials, construction, fit, color, testing, labeling, packing, approvals, and revisions. It prevents production from working to conflicting emails or obsolete files.

Execution procedure

  • Register the tech pack, purchase order, BOM, artwork, size chart, construction sheet, test manual, labeling, packing, and approval requirements by revision.
  • Run a cross-functional feasibility and risk review before costing and again before PP meeting.
  • Raise clear queries for missing, conflicting, or impractical requirements; record the buyer-approved resolution in the master file.
  • Freeze approved BOM, pattern, measurement, color, trims, construction, labels, and packaging for production access.
  • Distribute revisions to named owners, withdraw obsolete copies, verify implementation, and preserve the complete audit trail.

Practical case

  • A revised sleeve length arrives after cutting. Stop affected issue, compare revision authorization and effective scope, quantify cut/WIP exposure, obtain disposition, update controlled files, and verify all departments acknowledge the change.
  • The lesson becomes an effective-date and revision-impact checkpoint, not another email reminder.

Operational limits must follow the approved buyer specification, product risk assessment, legal requirements, and calibrated test method. The approved tech pack takes precedence over general guidance.

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