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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.

Predictive maintenance

All predictive maintenance solutions | View all solutions

Featured
Doctor working on high-tech monitor screen

Carestation Insights

Unleash the power of connected data

By GE Healthcare

Predictive
maintenance
Remote
monitoring
Featured
Mid aged Asian woman and caucasian man in factory

Spyglass Visual Inspection

Intelligently minimize defects and reduce costs

By Mariner

Remote
monitoring
Featured
Smart building

XiO Cloud

Shape the ​Smart Workplace​

By Crestron

Predictive
maintenance
Remote
monitoring
City street with lights

AAEON Intelligent Streetlights

Improve energy efficiency

By AAEON

Predictive
maintenance
Remote
monitoring
Smart mirror creating digital face graphs

Active Customer Intelligence Suite

Achieve the store of the future, today

By Beabloo

Remote
monitoring
Doctor and patient at Citizen Care Pod

Citizen Care Pod

Smart, portable health screening and testing​

By PCL Construction, Insight

Remote
monitoring
Logistics hub with containers and freight

Connected Logistics Platform

Gain Visibility Into Supply Chain Logistics​

By Arrow

Remote
monitoring
Digital signage screens at hotel lobby

Digital Signage

Empower employees and engage customers using Digital Signage

By L Squared Digital Signage

Remote
monitoring
Man running warehouse robot

Equipment Edge Connectivity Solution

Connect and manage all your IoT devices

By Advantech

Predictive
maintenance
Remote
monitoring
Maintenance engineer taking notes near a grid

FieldSight

Simplify Compliance and Reduce Risk​

By ELM FieldSight

Predictive
maintenance
Remote
monitoring
Monitoring supply chain through tablet device

Fleet Management

Optimize Fleet Tracking and Management​

By QuEST Global

Remote
monitoring
Thermal fever detection in crowds

IQ-FeverCheck

Detect Fever in Crowds

By iOmniscient

Remote
monitoring
IoT based digital restaurant table

Interactive Restaurant Technology

Revolutionary digital ordering

By KodiSoft

Remote
monitoring
Predictive maintenance of machines

IoT-Predict

Condition monitoring​ & predictive maintenance​

By ActionPoint

Predictive
maintenance
Remote
monitoring
AI based video monitoring at construction site

Linker Vision AI

Improve industrial worker safety with Video and AI​

By Linker Networks

Remote
monitoring
Manufacturing unit

MCM-100 DataConnect Pro

IoT solution that helps manufacturers of any size

By Adlink

Predictive
maintenance
Remote
monitoring
Smart city and buildings

MindSphere City Graph

Smart, connected city infrastructure​

By Siemens

Predictive
maintenance
Remote
monitoring
Cargo plane flying over logistics containers

Navisphere Vision

Get omnichannel inventory and supply chain visibility

By C.H. Robinson

Remote
monitoring
Smart digital screen at retail outlet

Ombori Grid

Digital experiences in physical spaces

By Ombori

Remote
monitoring
License plate detection among cars on highway

Parking Entry-Exit Monitoring

Monitor parking entry/exit with license plate photos​

By Uncanny Vision

Remote
monitoring
Woman engineer walking inside factory shopfloor

Predictive Maintenance

Make factories smarter and more efficient

By Neal Analytics

Predictive
maintenance
Engineer with tablet in a factory

Predictive Service Hub

Create Safer Workplaces with Real-Time Visibility​

By Hitachi Solutions

Predictive
maintenance
Remote
monitoring
Yellow machine operating inside factory

Production Yield Optimization

Optimize control processes in changing environments

By Neal Analytics

Predictive
maintenance
Mid aged manager and young factory worker looking at reports

Smart Industrial Operations

Improve equipment health to optimize operations

By Insight

Predictive
maintenance
Geek+ smart robot in warehouse

Smart Logistics

Comprehensive solutions for smart logistics

By Geek+

Remote
monitoring
Smart machine picking strawberries in farm

Smart Meat Processing

Using AI to track meat from paddock to plate

By Lumachain

Remote
monitoring
Smart connected city

Smart Spaces

Helping cities and organizations become safer and smarter

By Hitachi Vantara

Predictive
maintenance
Remote
monitoring
People working at office space with large transparent windows

Smart Windows

Improve workplace health and productivity​

By View

Remote
monitoring
Mid aged manager and young factory worker looking at tablet

SpringBoard Industrial IoT System

Start faster, go further with IoT

By Bright Wolf

Remote
monitoring
Monitoring factory performance on a tablet screen

Spyglass Connected Factory

Bring the Power of AI to Your Factory Floor

By Mariner

Predictive
maintenance
Remote
monitoring
Person picking medicine bottle from pharmacy shelf

StockView for Healthcare

Reduce medical supplies stock-out with AI-powered detection

By Neal Analytics

Predictive
maintenance
Mid aged man in departmental store aisle picking goods from shelf

StockView for Retail

Reduce lost sales and improve customer experience

By Neal Analytics

Predictive
maintenance
CCTV for surveillance

Vurix

Smart Connected Video Surveillance​

By Innodep Inc.

Remote
monitoring
AI detection at retail store

Wonderstore

Create the Retail Store of the Future

By WonderStore

Remote
monitoring
Smartphone screen with smart home controls inside a living room

i-BEMS Smart Building Solution

Intelligent Building Experience Management System

By L&T Technology Services

Remote
monitoring
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 program

Learn more
Azure Certified Devices