THE SERVICE

We Deploy Sensors. Your Machines Start Talking to AI.

We don't just recommend sensors — we deploy them. Manufacturing Flow handles the full IIoT stack: sensor selection, installation, data pipeline configuration, AI model training, and integration with your existing ERP/MES systems.

Phase 2 works independently from Phase 1 (AI Training), but they amplify each other. Teams trained in Phase 1 understand how to interpret and act on the AI-powered insights that Phase 2 generates.

Every deployment is custom-scoped. We evaluate your equipment, identify the highest-value monitoring points, and build a sensor network that feeds real-time data into AI models built for your specific processes.

What We Deploy

Vibration Sensors — Bearing health, motor condition, and rotating equipment monitoring
Temperature Sensors — Thermal monitoring for process control and anomaly detection
Pressure Sensors — Hydraulic and pneumatic system monitoring
Weight / Load Cells — Material flow, throughput measurement, and batch tracking
Environmental Sensors — Humidity, air quality, and ambient condition monitoring
AI-Enabled Cameras — Defect detection, visual throughput analysis, and safety monitoring

AI-POWERED

What Your Data Enables

Predictive Maintenance

AI models trained on your sensor data predict equipment failures before they happen. Stop reacting to breakdowns and start preventing them — reducing unplanned downtime and extending equipment life.

Digital Twin Creation

Virtual models of your production lines for simulation and optimization. Test process changes in a digital environment before implementing them on the floor.

Production Optimization

Real-time analytics on throughput, cycle times, and quality metrics. AI identifies bottlenecks and inefficiencies that human analysis would miss, with continuous improvement recommendations.

ERP/MES Integration

We integrate with SAP, Oracle, NetSuite, Infor, Epicor, IQMS (DELMIAworks), Plex, and most major manufacturing platforms. Also custom and legacy systems.

RESULTS

What Our Clients Achieve

40%

Effectiveness Gain

1-2 FTE

Equivalent Productivity Savings

3+ Hours

Saved Daily Per Trained Team Member

IIoT Sensors & Data Analysis