FactoryIQ Industrial IoT Dashboard
Predictive Maintenance & Assembly Line Telemetry Engine
The Vision & Objective
FactoryIQ connects thousands of assembly line sensors across automotive plants to monitor vibration, heat, and power consumption in real time.
The Business Challenge
Unplanned robotic arm failures caused up to $50,000 per hour in idle production line downtime. Plant managers needed early warning alerts.
The Innovative Solution
Lofingo designed an industrial telemetry dashboard with predictive AI anomaly detection, interactive 3D factory floor heatmaps, and automated maintenance ticketing.
Core Feature Highlights
Predictive Failure Alerts
AI models alert engineers up to 48 hours before component degradation.
3D Plant Floor Heatmap
Visual overview of active machine statuses and energy efficiency metrics.
Maintenance Work Orders
Automatically dispatches repair tickets to technician mobile devices.
PLC Sensor Integration
Direct MQTT and Modbus protocol stream processing.
Visual Screenshot Gallery
Engineering & Design Process
Industrial Protocol Mapping
Architecting MQTT broker telemetry ingestion pipelines.
Predictive Model Training
Training time-series neural networks on historical failure datasets.
Control Room UI System
Designing high-contrast dark/light UI for multi-monitor plant control rooms.
On-Site Calibration
Validating sensor latency and alert accuracy across 12 assembly lines.
Quantifiable Business Results
“FactoryIQ has given us complete visibility over our production lines. Lofingo's technical depth in IoT and AI engineering exceeded all our expectations.”
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Want to Build Something Extraordinary Together?
Get in touch with Lofingo's product design & engineering team to discuss your project requirements.