What This Service Delivers
Shop floor intelligence that drives action
Connected
MES-ERP-Quality
Unified data from shop floor to planning systems
Real-time
Production Visibility
Live dashboards with yield, OEE, and variance metrics
Predictive
Maintenance and Quality
AI models that flag issues before they hit throughput
Impact
What changes with manufacturing intelligence
Visible
Production performance
Real-time OEE, yield, and downtime metrics across lines and shifts.
Predictive
Quality and maintenance
AI flags equipment degradation and quality drift before they cause losses.
Connected
Planning to execution
Production data flows into ERP for accurate costing, scheduling, and reporting.
Client Stories
How manufacturing intelligence changed operations
A discrete manufacturer connected MES, ERP, and quality systems into a unified intelligence layer that gave production managers real-time visibility into yield variance, downtime drivers, and quality trends across four plants.
The integration replaced manual data collection and spreadsheet-based reporting. Shift supervisors accessed live dashboards showing OEE, first-pass yield, and top loss drivers. Corrective actions were initiated during the shift instead of after weekly reviews.
Deliverables
What the manufacturing intelligence engagement includes
System Integration
MES-ERP-Quality
Connect shop floor systems, ERP modules, and quality databases into a unified data layer.
Production Analytics
Real-time dashboards
OEE, yield, downtime, and variance dashboards with drill-down by line, shift, product, and operator.
Predictive Models
AI-driven insights
Machine learning models for equipment failure prediction, quality drift detection, and yield optimization.
Alert and Action Engine
Exception management
Configurable alerts that notify the right people when metrics breach thresholds, with suggested corrective actions.
Related Use Cases
Where manufacturing intelligence applies
Production yield and variance intelligence
Track yield loss, scrap, and variance drivers with operational drilldown.
Quality nonconformance triage
Structured quality case workflows with evidence capture and corrective actions.
