Future Operating Model
AI-augmented department vision and transformation path
Production
Current State (Friction)
Manual scheduling, Excel-based tracking, reactive quality control, 48-hour data lag
Future State (AI-Native)
AI-optimized scheduling, real-time production tracking, computer vision quality, instant data visibility
AI Agents
Scheduling Optimizer Agent
Quality Vision Agent
OEE Monitor Agent
Automations
Auto-generate daily production schedules
Real-time defect detection and alerts
Automated production reporting
Governance
Define AI scheduling override protocols
Establish quality AI model retraining schedule
Integration Suggestions
SAP ERP integration for order data
IoT sensors for machine data
MES for shop floor execution
Supply Chain
Current State (Friction)
Manual material reconciliation, Excel-based inventory, reactive procurement
Future State (AI-Native)
Automated tracking, AI demand forecasting, predictive procurement
AI Agents
Inventory Intelligence Agent
Demand Forecasting Agent
Automations
Auto-reorder based on AI demand signals
Real-time inventory reconciliation
Governance
Set AI-driven reorder point thresholds
Define supplier performance scoring criteria
Integration Suggestions
Supplier portal integration
IoT-based material tracking