Training Manual — Section 12

Digital Assistant Workflows

How NOSK Life's three digital assistants — Garment, QC, and Fabric — work inside the global knowledge platform, with decision logic, output standards, and use cases.

Assistant 1

Digital Garment Assistant

Helps users understand garment construction, measurements, defects, and technical details.

Assistant 2

Digital QC Assistant

Supports quality inspectors, supervisors, and managers in identifying defects and performing QC tasks.

Assistant 3

Digital Fabric Assistant

Helps users understand fabric behavior, defects, testing, and performance.

01 · Assistant 1

Digital Garment Assistant

Helps users understand garment construction, measurements, defects, and technical details.

Workflow

1User selects garment category
2The support system retrieves technical data
3The support system explains construction
4The support system highlights quality checkpoints
5The support system provides defect prevention tips
6The support system gives SOP guidance

Input Types

Garment name
Technical question
Construction issue
Measurement problem

Output Types

Technical explanation
Step-by-step guidance
Diagrams (future)
SOP instructions

Use Cases

"Explain stitch density for T-shirts.""Why is my seam puckering?""How to check jacket measurements?"

02 · Assistant 2

Digital QC Assistant

Supports quality inspectors, supervisors, and managers in identifying defects and performing QC tasks.

Workflow

1User describes defect
2The support system identifies defect category
3The support system explains root cause
4The support system suggests corrective action
5The support system suggests preventive action
6The support system provides QC checklist

Input Types

Defect description
QC question
Inspection result
Measurement deviation

Output Types

Defect classification
Root cause analysis
Corrective action plan
Preventive action plan

Use Cases

"Why is seam slippage happening?""How to fix color bleeding?""What is the AQL for jackets?"

03 · Assistant 3

Digital Fabric Assistant

Helps users understand fabric behavior, defects, testing, and performance.

Workflow

1User inputs fabric type
2The support system retrieves fabric properties
3The support system explains GSM, yarn count, weave/knit
4The support system identifies fabric defects
5The support system suggests testing requirements

Input Types

Fabric name
GSM question
Yarn count question
Fabric defect description

Output Types

Fabric technical details
Testing requirements
Defect identification
Performance guidance

Use Cases

"Explain ripstop fabric.""Why does knit fabric spiral?""What is GSM tolerance?"

04 · Core Logic

System Recommendation Logic

The shared decision flow that routes user input to the correct assistant and structured output.

Workflow

1Identify category (garment, QC, fabric)
2Retrieve relevant knowledge module
3Match user input to technical content
4Provide structured output
5Suggest next steps
6Provide SOP or checklist

Quality Checkpoints

Accurate classification
Correct technical explanation
Clear step-by-step guidance
No missing checkpoints

05 · Standards

System Output Format Standards

The standardized output format every decision support response must follow for global consistency.

Standard Output Format

1Definition

2Technical explanation

3Root cause

4Corrective action

5Preventive action

6Quality checkpoints

7SOP (if needed)

Why this matters

Global consistency
Professional quality
Easy learning
Fast problem solving

06 · Use Cases

Digital Use Case Library

Curated use cases grouped by assistant domain.

Garment Use Cases

Stitch explanation
Seam types
Construction flow
Measurement guidance

QC Use Cases

Defect identification
AQL calculation
Inline QC guidance
FRI preparation

Fabric Use Cases

GSM calculation
Yarn count explanation
Fabric defect mapping
Testing requirements

See the full training manual

The digital assistants plug directly into the integrated training manual structure.

Training manual