Training Manual — Section 86 · Automation Engine
Global Garment Digital Worker, Assistant & Automation System (GG-DWA)
The automation engine of NOSK Life — a digital workforce that works 24/7, executing tasks, decisions, reports, and compliance actions across every department.
01
Purpose
Goal
Create a digital workforce that works 24/7, never tires, never makes mistakes, and automates repetitive work, decisions, reporting, compliance, and supply chain actions across every department.
Capabilities
Work 24/7Never get tiredNever make mistakesExecute tasks instantlySupport every departmentAutomate repetitive workAutomate decision-makingAutomate reportingAutomate complianceAutomate supply chain actions
02
GG-DWA Architecture
A. Digital Worker Layer
Digital workers for every garment domain.
- Production
- Quality
- IE
- Cutting
- Washing
- Finishing
- Packing
- Testing
- Compliance
- Sustainability
- Merchandising
- Supply chain
B. Digital Assistant Layer
Assistants for every management role.
- Factory directors
- Production managers
- QA managers
- IE managers
- Merchandising
- Supply chain
- Compliance
- Sustainability
C. Automation Layer
Automates workflows, tasks, reports, alerts, and decisions.
- Workflows
- Tasks
- Reports
- Alerts
- Decisions
D. Execution Layer
Executes actions, recommendations, and corrections.
- Actions
- Recommendations
- Corrections
03
Digital Worker Types
Worker 1 — Production Digital Worker
- Line balancing
- Operator assignment
- Machine assignment
- WIP monitoring
Worker 2 — Quality Digital Worker
- Defect detection
- Defect classification
- SOP selection
- Root cause analysis
Worker 3 — IE Digital Worker
- SMV calculation
- Operation breakdown
- Pitch time setting
Worker 4 — Cutting Digital Worker
- Marker efficiency
- Lay planning
- Shrinkage correction
Worker 5 — Washing Digital Worker
- Shade prediction
- Shrinkage prediction
- Wash recipe selection
Worker 6 — Supply Chain Digital Worker
- Material arrival prediction
- Supplier performance scoring
- Shortage alerts
Worker 7 — Compliance Digital Worker
- Audit preparation
- Chemical compliance
- Environmental compliance
Worker 8 — Sustainability Digital Worker
- Eco-testing
- Chemical safety
- Environmental impact scoring
04
Digital Assistant Types
Assistant A — Factory Director
- Factory health
- Factory risks
- Factory predictions
Assistant B — Production Manager
- Line performance
- Bottleneck alerts
- Output predictions
Assistant C — QA Manager
- Defect trends
- Quality risks
- SOP recommendations
Assistant D — IE Manager
- SMV deviations
- Efficiency gaps
- Optimization suggestions
Assistant E — Merchandising
- BOM accuracy
- PP readiness
- Buyer compliance
Assistant F — Supply Chain
- Material delays
- Supplier risks
- Shortage predictions
Assistant G — Compliance
- Audit risks
- Chemical violations
- Buyer compliance gaps
Assistant H — Sustainability
- Chemical safety
- Eco-testing results
- Environmental impact
05
Automation Categories
Category 1 — Workflow Automation
- Daily tasks
- Weekly tasks
- Monthly tasks
Category 2 — Decision Automation
- Operator reassignment
- Machine reassignment
- SOP selection
- Wash recipe selection
Category 3 — Alert Automation
- Production alerts
- Quality alerts
- Supply chain alerts
- Compliance alerts
Category 4 — Report Automation
- Daily reports
- Weekly reports
- Monthly reports
- Buyer reports
Category 5 — Compliance Automation
- Chemical checks
- Environmental checks
- Buyer compliance checks
06
Automation Engine Model
Automation Example
Inputs
DataPredictionsRisks
Trigger
Risk: High shrinkage
Output
- ActionAuto-adjust wash recipe
07
Execution Engine Model
Execution Example
Inputs
Automated decisions
Trigger
Action: Reassign operator #23
Output
- ExecutionCompleted
08
GG-DWA Dashboards
Dashboard Shows
- Digital workers
- Digital assistants
- Automated tasks
- Automated decisions
- Automated reports
- Automated alerts
Users
All factory rolesAll managersAll directors
09
GG-DWA Alerts
Critical Alerts
- Automation failure
- Execution failure
High Alerts
- Incorrect automation
- Delayed automation
Medium Alerts
- Minor automation errors
Low Alerts
- Suggestions
10
GG-DWA Roadmap
Roadmap Includes
More digital workers
More assistants
More automation
More execution models
Roadmap Duration
3 months
6 months
12 months
A living, intelligent workforce
GG-DWA turns NOSK Life from a system into a digital workforce — automating decisions, tasks, and compliance across every factory floor.