Global Garment Decision-Support Core (GG-Decision Core)
A proposed decision-support architecture connecting garment-production systems, dashboards and technical guidance. Integration and performance require validation.
Purpose
Goal
Create a super-intelligence layer that connects all NOSK Life modules, learns from all factory data, predicts all factory outcomes, prevents all major risks, optimizes all processes, automates all decisions, and controls the entire factory ecosystem.
What GG-Decision Core Does
GG-Decision Core Architecture
A. Intelligence Inputs
- Production
- Quality
- IE
- Cutting
- Washing
- Finishing
- Packing
- Testing
- Compliance
- Sustainability
- Merchandising
- Supply chain
- Digital twin
- Buyer requirements
- Operator skills
- Machine performance
B. Intelligence Processing
- SMV
- Efficiency
- Output
- Defects
- WIP
- Lead-time
- Shrinkage
- Shade
- Consumption
- Costing
- Compliance
- Sustainability
- Risk
C. Intelligence Outputs
- Predictions
- Alerts
- Decisions
- Optimizations
- Simulations
- Roadmaps
GG-Decision Core Intelligence Layers
Layer 1 — Unified Prediction Engine
Predicts output, efficiency, defects, bottlenecks, delivery, compliance, sustainability, material arrival, shade variation, and shrinkage deviation.
Layer 2 — Unified Risk Engine
Predicts production, quality, compliance, sustainability, supply chain, buyer, shipment, and factory shutdown risk.
Layer 3 — Unified Decision Engine
Recommends operator/machine reassignment, line balancing, cutting/wash/packing/testing changes, and compliance & sustainability actions.
Layer 4 — Unified Optimization Engine
Optimizes SMV, efficiency, output, WIP, lead-time, consumption, costing, shade, and shrinkage.
Layer 5 — Unified Simulation Engine
Simulates production, quality, supply chain, compliance, and sustainability scenarios.
Layer 6 — Unified Learning Engine
Learns from all factory, buyer, operator, machine, and supply chain data.
GG-Decision Core Master Models
Model 1 — Factory Health Prediction
Predicts
- Factory health score
- Factory stability
- Factory risk
Model 2 — Shipment Guarantee
Predicts
- Shipment risk
- Shipment delay
- Shipment deviation
Model 3 — Buyer Satisfaction
Predicts
- Buyer approval
- Buyer rejection
- Buyer compliance
Model 4 — Cost Optimization
Predicts
- Cost reduction
- Cost deviation
- Cost risk
Model 5 — Efficiency Maximization
Predicts
- Efficiency gain
- Efficiency drop
- Efficiency risk
Model 6 — Quality Perfection
Predicts
- Defects
- Rework
- Quality risk
Model 7 — Sustainability Compliance
Predicts
- Chemical risk
- Eco-risk
- Environmental risk
GG-Decision Core Master Dashboards
Dashboard Shows
- Factory health
- Factory risk
- Factory performance
- Unified KPIs
- Unified predictions
- Unified alerts
- Unified decisions
- Unified simulations
Users
GG-Decision Core Master Alerts
Critical Alerts
- Factory shutdown risk
- Shipment delay risk
- Compliance violation
- Buyer rejection risk
High Alerts
- Bottleneck
- High defects
- High shrinkage
- High shade variation
Medium Alerts
- Efficiency drop
- WIP increase
Low Alerts
- Minor deviations
GG-Decision Core Master Roadmap
Roadmap Includes
Roadmap Duration
The mind of the garment factory
GG-Decision Core is a proposed coordination layer. Authorised people remain responsible for production decisions.