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Predictive Maintenance

Predictive maintenance incorporates machine learning software that analyzes data to predict outcomes and automate actions. Predictive capabilities allow service providers to move beyond the traditional reactive and scheduled maintenance business model to using data and analysis to identify issues before they become critical, allowing technicians to intervene before customers even realize there’s a problem.

City street with lights

AAEON Intelligent Streetlights

Improve energy efficiency

By AAEON

Man running warehouse robot

Equipment Edge Connectivity Solution

Connect and manage all your IoT devices

By Advantech

Maintenance engineer taking notes near a grid

FieldSight

Simplify Compliance and Reduce Risk​

By ELM FieldSight

Predictive maintenance of machines

IoT-Predict

Condition monitoring​ and predictive maintenance​

By ActionPoint

Manufacturing unit

MCM-100 DataConnect Pro

IoT solution that helps manufacturers of any size

By Adlink

Engineer with tablet in a factory

Predictive Service Hub

Create safer workplaces with real-time visibility​

By Hitachi Solutions

Woman engineer walking inside factory shopfloor

Predictive maintenance

Make factories smarter and more efficient

By Neal Analytics

Yellow machine operating inside factory

Production yield optimization

Optimize control processes in changing environments

By Neal Analytics

Mid aged manager and young factory worker looking at reports

Smart Industrial Operations

Improve equipment health to optimize operations

By Insight

Smart connected city

Smart Spaces

Helping cities and organizations become safer and smarter

By Hitachi Vantara

Monitoring factory performance on a tablet screen

Spyglass Connected Factory

Bring the power of AI to your factory floor

By Mariner

Person picking medicine bottle from pharmacy shelf

StockView for Healthcare

Reduce medical supplies stock-out with AI-powered detection

By Neal Analytics

Mid aged man in departmental store aisle picking goods from shelf

StockView for Retail

Reduce lost sales and improve customer experience

By Neal Analytics

Solution image

TCS Equiptix

Data monetization from connected products with new business models

By TCS

Smart building

XiO Cloud

Shape the ​Smart Workplace​

By Crestron

Azure Certified Devices

Azure Certified Devices

The Azure Certified Device program is your one stop for easily differentiating, promoting, and finding IoT devices built to run on Azure. From intelligent cameras to connected sensors to edge infrastructure, learn how this enhanced IoT device certification program can help you save valuable time.

Keep up with the pace of innovation by exploring the Azure Certified Device program

Azure Certified Devices