Fixed-price · 10–12 weeks
Predictive Maintenance
& IoT Analytics Platform
Real-time sensor telemetry streamed through Azure IoT Hub, anomaly detection running continuously, and machine learning models predicting component failures before they halt production. Move from reactive to proactive maintenance.
€20,000 – €35,000
Fixed price · up to 50 sensors
10–12 weeks
From device onboarding to live predictions
What's included
End-to-end IoT platform from sensor to prediction
- →IoT device onboarding: up to 50 sensors/devices (OPC-UA, MQTT, REST, Azure IoT SDK)
- →Azure IoT Hub provisioning and device identity management
- →Azure Stream Analytics real-time processing: windowed aggregations, threshold alerting
- →Azure Data Lake hot and cold path architecture (real-time + historical)
- →Anomaly detection model (Isolation Forest / LSTM) trained on your historical fault data
- →Remaining Useful Life (RUL) prediction per asset type
- →Automated maintenance work order creation via API integration to your CMMS or ERP
- →Live operational dashboard: asset health scores, alert timeline, fault probability heatmap
- →Mobile app integration: push alerts to maintenance engineer smartphones
- →12 weeks post-go-live model monitoring and recalibration
Deliverables
What you own at project close
IoT Data Platform
Azure IoT Hub + Data Lake architecture
Anomaly Detection Model
Trained on your historical telemetry
RUL Prediction Model
Per asset type, with confidence bands
Operational Dashboard
Live asset health with drill-down
CMMS Integration
Automated work order creation
Mobile Alerting
Push notifications to engineer devices
MLOps Pipeline
Automated retraining as new fault data arrives
Technology
Azure IoT stack used
- ·Azure IoT Hub (device management & ingestion)
- ·Azure Stream Analytics (real-time processing)
- ·Azure Data Lake Storage Gen2 (hot + cold path)
- ·Azure Machine Learning (anomaly detection & RUL models)
- ·Azure Event Hubs (high-throughput streaming)
- ·Azure Digital Twins (asset topology modelling)
- ·Power BI Embedded (operational dashboard)
Who it's for
Still running reactive maintenance?
- →Manufacturers with production lines where unplanned downtime costs €10,000+ per hour
- →Fleet operators (logistics, utilities) managing 20+ assets with manual inspection schedules
- →Facilities managers overseeing HVAC, compressors or lifts in large commercial properties
- →Food & beverage or pharma producers with strict equipment compliance requirements
Stop reacting. Start predicting.
Book a 30-minute call. We assess your device landscape and send a fixed-price proposal.