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XMPro Platform
XMPro Platform
  • What is XMPro?
  • Getting Started
    • Browser Requirements
    • Free Trial
    • End-To-End Use Case
  • Resources
    • What's New in 4.4
      • What's New in 4.3
      • What's New in 4.2
      • What's New in 4.1.13
      • What's New in 4.1
      • What's New in 4.0
    • Blueprints, Accelerators & Patterns
    • Integrations
    • Sizing Guideline
    • Platform Security
    • Icon Library
    • FAQs
      • Implementation FAQs
      • Configuration FAQs
      • Agent FAQs
      • General FAQs
      • External Content
        • Blogs
          • 2024
            • How to Build Multi-Agent Systems for Industry
            • Why Solving the Problem Doesn’t Solve the Problem: The Importance of Scalable Intelligent Operations
            • Content, Decision, and Hybrid: The Three Pillars of Multi-Agent Systems in Industry
            • Revolutionizing Manufacturing with AI and Generative AI: XMPro’s Intelligent Business Operations Sui
            • The Evolution of Skills: Lessons from Agriculture in the GenAI and MAGS Era
            • Part 1: From Railroads to AI: The Evolution of Game-Changing Utilities
            • Part2: The Future of Work: Harnessing Generative Agents in Manufacturing
            • Bridging Automation and Intelligence: XMPro’s Approach to Industrial Agent Management
            • XMPro APEX: Pioneering AgentOps for Industrial Multi Agent Generative Systems
            • Part 5 – Rules of Engagement: Establishing Governance for Multi-Agent Generative Systems
            • How to Achieve Scalable Predictive Maintenance for Industrial Operations
            • Understanding the Difference Between XMPro AI Assistant and AI Advisor
            • Part 3 – AI at the Core: LLMs and Data Pipelines for Industrial Multi-Agent Generative Systems
            • MAGS: The Killer App for Generative AI in Industrial Applications
            • The Importance of Pump Predictive Maintenance for Operational Efficiency
            • Progressing Through The Decision Intelligence Continuum With XMPro
            • The Value-First Approach to Industrial AI: Why MAGS Implementation Must Start with Business Outcomes
            • New Guide – The Ultimate Guide to Multi-Agent Generative Systems
            • The Ultimate Guide To Predictive Analytics
            • Part 4 – Pioneering Progress | Real-World Applications of Multi-Agent Generative Systems
            • Scaling Multi-Agent Systems with Data Pipelines: Solving Real-World Industrial Challenges
          • 2023
            • How to master Predictive Analytics using Composable Digital Twins
            • Accelerate Your AI Workflow: The 3 Key Business Advantages of XMPro Notebook
            • The Roadmap to Intelligent Digital Twins
            • What is edge computing, and how can digital twins utilize this technology?
            • THE TOP 5 USE CASES FOR COMPOSABLE DIGITAL TWINS IN RENEWABLES + HOW TO SUPERCHARGE RESULTS WITH AI
            • The Technology Behind Predictive Maintenance (PdM) : Hardware & Software
            • The Benefits of Using Digital Twins in Smart Manufacturing
            • XMPro I3C Intelligent Digital Twins Strategy Framework
            • The TOP 5 use cases for composable digital twins in mining – and how to use AI to supercharge result
            • The TOP 5 use cases for Composable Digital Twins in the Oil & Gas industry
            • Why Decision Intelligence with Digital Twins is “kinda like” DCS for Automation and Control
            • XMPro becomes an NVIDIA Cloud-Validated partner
            • From Reactive to Predictive : Introduction to Predictive Maintenance
            • Microsoft Azure Digital Twins : Everything You Need To Know
            • Unlocking Efficiency: The Right Time & Strategy to Launch Your Digital Twin for Enhanced Asset Manag
            • Revolutionize Your Supply Chain: How Digital Twins Can Boost Efficiency and Cut Costs
          • 2022
            • Create a Common Operating Picture of Your Operations with XMPro
            • 7 Trends for Industrial Digital Twins in 2022
            • How to Build a Digital Twin + 60 Use Cases By Industry
            • What are composable digital twins in the metaverse?
          • 2021
            • The Value of a Composable Digital Twin
          • 2020
            • Lean Digital Twin: Part 2
            • Digital Twin: Your Most Productive Remote Worker
            • From the Control Room to the Bedroom
            • Lean Digital Twin: Part 3
          • 2019
            • My Digital Twin: Digital Twin Applications for Real-time Operations (Like Me)
          • 2018
            • XMPro IoT Operational Capability Survey Results 2018
            • What is a Digital Business Platform and Why Should I Care?
            • [Robotic] Process Automation for IoT
            • 3 Patterns of Industrial IoT Use Cases
            • The CXO’s Guide to Digital Transformation – May The Five Forces Be With You
            • Is Security More Important Than Trustworthiness for Industrial IoT?
            • XMPro at bpmNEXT 2018: Watch The Presentation
          • 2017
            • The Top 5 Reasons to Invest in an IIoT Development Platform
            • IoT Business Solutions Start with Big Data & Create Business Outcomes
            • How AI Bots Bring Digital Twins to Life
          • 2016
            • How To Get Started With Industrial IoT
            • How To Overcome The Top 5 Challenges To Industrial IoT Adoption
            • What is an IoT Platform vs. an IoT Business Application Suite?
            • Industrial IoT: How To Get Started with Predictive Maintenance
            • 3 Ways The Internet of Things is Transforming Field Service
            • 7 Types of Industrial IoT Data Sources (And How To Use Them)
          • 2015
            • How Important Are Processes To The Internet Of Things?
            • Understanding the Value of Real Time KPI Management as Your Next Strategic Project
            • 6 Myths About Machine Learning
            • 10 Predictive Analytics Use Cases By Industry
            • What is a “Business Moment” in your business?
            • Does Operational Intelligence Make Business Intelligence Obsolete?
            • How To Reduce Operational Costs by 36% with Predictive Analytics
            • From Many, One – The Nature of Complex Event Processing
            • Herding Cats: What Enterprise Architects need to know about Business Process Management
          • 2014
            • Making Business Operations More Intelligent
          • 2013
            • Best Next Action Is The Next Big Thing For Intelligent Operations
            • The learns from two ‘Best in class’ organisations acquiring BPM technology
          • 2012
            • Why Intelligent Business Operations is Mobile, Social and Smart
            • Why Do You Want Intelligent Business Operations?
            • How big of a problem are ‘dark processes’?
            • Operational Risk: When You Stick Your Head In The Sand
            • The Difference Between Event-based And Workflow-based Processes
          • 2011
            • Is mobile BPM now essential to the business?
            • Stretch Socially Dynamic Processes To Fit Your Business
            • Social Listening – Get Control Of The Conversation
            • Operations Management – The Keys To KPIs
            • Benefits of BPM v 1.0
            • How to Prioritise Processes
          • 2010
            • The Business Drivers
            • Preserving Capability and Agility
            • Mobile BPM
        • Use Cases
          • Aging Pipe Predictive Maintenance in Water Utilities
          • Air Quality Monitoring For Agriculture
          • Alarm Management and Triage
          • Asset Condition Monitoring for Surface Processing Plants in the Mining Industry
          • Bogie Health Monitoring in the Rail Industry
          • Boiler Feed Water Pumps
          • CHPP Throughput Loss Monitoring
          • Casting Guidance
          • Conveyor Belt System Monitoring and Optimization in Automotive Manufacturing
          • Cooling Tower Fin Fan Monitoring
          • Cyclone/Slurry Pump Monitoring
          • Demand Planning to Reduce Stockholding in Stores
          • Demin Water Monitoring for Boiler Tube Corrosion
          • EV Battery Assembly Process Optimization for the Car Manufacturing Industry
          • Flood Prediction & Response in Water Utilities
          • Golden Batch For Culture Addition In The Dairy processing Industry.
          • Golden Batch Monitoring
          • Improve First Pass Yield (FPY)
          • Induced Draft (ID) Fan Monitoring
          • Long Conveyor Monitoring
          • Monitor Process Health to Reduce Cash-to-Cash Cycle
          • Monitor Storm Water Reservoirs For Flood Prevention
          • Monitor and Reduce Energy Consumption
          • Oil Well Maintenance Planning
          • Oil Well RTP Monitoring
          • Pipe Scaling Prediction for Roller Cooling
          • Precision Irrigation in Agriculture
          • Predict Heat Exchanger Fouling
          • Predictive Maintenance & Asset Health Monitoring For Haul Trucks In The Mining Industry
          • Predictive Maintenance For Mobile Assets Within The Mining Industry
          • Predictive Maintenance for Robotic Arms in the Automotive Industry
          • Predictive Maintenance for Wind Turbines
          • Pump Health Monitoring in Water Utilities
          • Pumping Station OEE
          • Real-time Balanced Business Scorecard (BBS)
          • Real-time Safety Monitoring
          • Short Term Inventory Planning
          • Strategic Performance & Safety Oversight for Global Mining Operations
          • Wheel and Track Wear Monitoring In The Rail Industry
          • Wind Turbine Performance Optimization
        • Youtube
          • 2024
            • Discover Gen AI Powered Operations With XMPro iBOS
            • Generative AI and Digital Twins in 2024 - XMPro Webinar
            • Go From Reactive To Predictive Operations In Water Utilities With XMPro iDTS
            • How to add Timestamps to Elements in XMPro App Designer
            • How to Build an AI Advisor for Industrial Operations Using XMPro
            • How XMPro Stream Hosts and Collections Enable Scalable, Real-Time Data Processing
            • Mind Blowing AI Agentic Operations For Industry With XMPro MAGS
            • The Ultimate Beginner's Guide To Predictive Analytics Podcast
            • XMPro's Flexible Deployment Options: Flexible Cloud & On-Premise Solutions For Industry
            • XMPro iBOS: The Only AI-Powered Suite for Scalable Intelligent Operations
          • 2023
            • 2023 XMPro Product Roadmap - Webinar
            • An Introduction To Intelligent Digital Twins - Webinar
            • Energy and Utilities Asset Optimisation through Digital Twin technology
            • Explore Model Governance using our MLflow Agent
            • Exploring XMPro Notebook and MLflow for Data Science and Model Governance
            • How Changing Properties For One Block Can Be Applied To All Blocks Within Same Style Group
            • How do I Use A Button To Update a Data Source In XMPro App Designer
            • How Does XMPro Compare To ESBs (Enterprise Service Buses)-
            • How to Configure and Integrity Check in Data Streams
            • How To Create A Widget Within XMPro App Designer
            • How to Create Intelligent Digital Twins Using XMPro AI
            • How to export grid data to Excel In XMPro App Designer
            • How to Revolutionize Your Supply Chain with Digital Twins
            • How To Rotate Text In App Designer
            • How To Update a Data Source Using A Button
            • How To Use & Clone XMPro Demos For Your Own Use
            • How To Use And Build 3rd Party Apps To Extend The Capabilities Of The XMPro App Designer.
            • How to use Avatars and why they are important
            • How to view stream host logs In XMPro Data Stream Designer
            • Logging Provider Support With XMPro
            • Mastering Health Check Endpoints: A Guide to Ensuring Service Uptime and Performance with XMPro
            • Mastering Root Cause Analysis with XMPro: Capture, Value, Impact
            • Microsoft Azure Digital Twins Everything You Need To Know
            • Model Based Predictive Maintenance (PdM) With XMPro
            • Monthly Webinar - Accelerate your digital twin use cases - XMPro Blueprints, Accelerators & Patterns
            • Optimizing Time Series Chart (TSC) Performance
            • Predictive Maintenance & Condition Monitoring - A Hot Seat Q&A Session
            • Predictive Maintenance with XMPro iDTS
            • Smart Facilities Management with Intelligent Digital Twins
            • The Benefits of using Digital Twins in Smart Manufacturing
            • The Four Industrial Revolutions Explained In Under 4 Minutes! #industry4 #smartmanufacturing
            • The Roadmap To Intelligent Digital Twins
            • The Technology Behind Predictive Maintenance (PdM) - The Hardware & Software that makes PdM Tick...
            • THE TOP USE CASES FOR COMPOSABLE DIGITAL TWINS IN RENEWABLES
            • Tips on how to use cache in agent configuration and get live updates
            • Webinar - XMPro 4.3 Release Showcase
            • What is a Digital Twin- Why Composable Digital Twins is the Future.
            • What Is Predictive Maintenance- (PdM)
            • What To Do When a Data Source Is Not Showing in Pass Page Parameter
            • XMPro - The World's Only AI - Powered Intelligent Digital Twin Suite
            • XMPro - The World's Only No Code Digital Twin Composition Platform
            • XMPro AI : How It Works
            • XMPro AI End To End Use Case
            • XMPro Auto Scale - Understanding Distributed Caching for Cloud-Native Applications
            • XMPro Promo Video - Dell Validated Design For Manufacturing Edge
          • 2022
            • Aggregate Transformation Agent Example - XMPRO Data Stream Designer
            • App Layout Best Practices for Desktop & Mobile - XMPro Lunch & Learn
            • Broadcast Transformation Agent Example - XMPRO Data Stream Designer
            • Calculated Field Transformation Agent Example - XMPRO Data Stream Designer
            • CRC16 Function Agent Example - XMPRO Data Stream Designer
            • Create a Common Operating Picture of Your Operations with XMPro
            • CSV Context Provider Agent Example - XMPro Data Stream Designer
            • CSV Simulator Agent Example - XMPRO Data Stream Designer
            • CSV Writer Agent Example - XMPRO Data Stream Designer
            • Data Conversion Transformation Agent Example - XMPro Data Stream Designer
            • Digital Twin Strategy To Execution Pyramid - XMPro Webinar
            • Event Printer Action Agent Example - XMPRO Data Stream Designer
            • File Listener Agent Example - XMPRO Data Stream Designer
            • Filter Transformation Agent Example - XMPRO Data Stream Designer
            • Group & Merge Transformation Agent Example - XMPRO Data Stream Designer
            • How To Bind Data To A Chart and Get It Working As Expected - XMPro Lunch & Learn
            • How To Send Data To My App (Including Caching Introduction) - XMPro Lunch & Learn
            • Join Transformation Agent Example - XMPRO Data Stream Designer
            • Min/Max Function Agent Example - XMPRO Data Stream Designer
            • PART 1- How To Manage Complex Operations in Real-time Using Composable Digital Twins
            • PART 3 - How To Manage Complex Operations in Real-time Using Composable Digital Twins
            • PART2 - How To Manage Complex Operations in Real-time Using Composable Digital Twins
            • Pass Through Agent Example - XMPRO Data Stream Designer
            • Pivot Table Transformation Agent Example - Count - XMPRO Data Stream Designer
            • Pivot Table Transformation Agent Example - Sum - XMPRO Data Stream Designer
            • Real-Time Is Real - How To Use Event Intelligence Tools to Manage Complex Operations in Real-time.
            • Row Count Agent Example - XMPRO Data Stream Designer
            • Sort Transformation Agent Example - XMPRO Data Stream Designer
            • Transpose Transformation Agent Example - Columns - XMPRO Data Stream Designer
            • Transpose Transformation Agent Example - Rows - XMPRO Data Stream Designer
            • Trim Name Transformation Agent Example - XMPRO Data Stream Designer
            • Twilio Action Agent Example - XMPRO Data Stream Designer
            • Union Transformation Agent Example - XMPRO Data Stream Designer
            • Variables & Expressions in App Designer - XMPro Lunch & Learn
            • Window Transformation Agent Example - XMPRO Data Stream Designer
            • XML File Reader Action Agent Example - XMPRO Data Stream Designer
          • 2021
            • The Value of a Composable Digital Twin - XMPro Webinar
          • 2020
            • 1. Understanding The Problem - UX Design - XMPRO
            • 1.1 Welcome - XMPRO UI Design Basics
            • 1.2 Introduction To UI Design - XMPRO UI Design Basics
            • 2. Creating User Stories - UX Design - XMPRO
            • 2.1 Responsive Design - XMPRO UI Design Basics
            • 2.2 Grids - XMPRO UI Design Basics
            • 2.3 Visual Hierarchy - XMPRO UI Design Basics
            • 2.4 Wireframes - XMPRO UI Design Basics
            • 3. Creating User Flow Diagrams - UX Design - XMPRO
            • 3.1 Color Palette - XMPRO UI Design Basics
            • 3.2 Typography - XMPRO UI Design Basics
            • 3.3 White Space - XMPRO UI Design Basics
            • 3.4 UI Elements - XMPRO UI Design Basics
            • 4. Plan Your App with Wireframes - UX Design - XMPRO
            • 4.1 Chart Types - XMPRO UI Design Basics
            • 4.2 Chart Styling - XMPRO UI Design Basics
            • 5. Designing for Dynamic Data - UX Design - XMPRO
            • Agents and Their Types - XMPRO Data Stream Designer
            • Data Wrangling: Row Transpose - XMPRO Data Stream Designer
            • Digital Twin: Your Most Productive Remote Worker - XMPRO Webinar
            • End-To-End Real-Time Condition Monitoring Demo - XMPRO Application Development Platform
            • Error Endpoints - XMPRO Data Stream Designer
            • Export and Import Recommendations - XMPRO App Designer
            • How To Add Buttons To Agents - XMPRO Data Stream Designer
            • How To Add EditLists to Agents - XMPRO Data Stream Designer
            • How To Change UI Language - XMPRO Subscription Manager
            • How To Configure a Stream Object - XMPRO Data Stream Designer
            • How To Configure The Aggregate Transformation - XMPRO Data Stream Designer
            • How To Configure The Anomaly Detection Agent - XMPRO Data Stream Designer
            • How To Configure The Azure SQL Action Agent - XMPRO Data Stream Designer
            • How To Configure The Azure SQL Context Provider - XMPRO Data Stream Designer
            • How To Configure The Azure SQL Listener - XMPRO Data Stream Designer
            • How To Configure The Calculated Field Transformation - XMPRO Data Stream Designer
            • How To Configure The CSV Context Provider - XMPRO Data Stream Designer
            • How To Configure The CSV Listener - XMPRO Data Stream Designer
            • How To Configure The Data Conversion Transformation - XMPRO Data Stream Designer
            • How To Configure The Edge Analysis Transformation - XMPRO Data Stream Designer
            • How To Configure The Email Action Agent - XMPRO Data Stream Designer
            • How To Configure The Email Listener - XMPRO Data Stream Designer
            • How To Configure The Event Printer Action Agent - XMPRO Data Stream Designer
            • How To Configure The Event Simulator Listener - XMPRO Data Stream Designer
            • How To Configure The FFT Function - XMPRO Data Stream Designer
            • How To Configure The File Listener - XMPRO Data Stream Designer
            • How To Configure The Filter Transformation - XMPRO Data Stream Designer
            • How To Configure The IBM Maximo Action Agent - XMPRO Data Stream Designer
            • How To Configure The IBM Maximo Context Provider - XMPRO Data Stream Designer
            • How To Configure The IBM Maximo Listener - XMPRO Data Stream Designer
            • How To Configure The Join Transformation - XMPRO Data Stream Designer
            • How To Configure The JSON File Reader Context Provider - XMPRO Data Stream Designer
            • How To Configure The MQTT Action Agent - XMPRO Data Stream Designer
            • How To Configure The MQTT Advanced Action Agent - XMPRO Data Stream Designer
            • How To Configure The MQTT Advanced Listener - XMPRO Data Stream Designer
            • How To Configure The MQTT Listener - XMPRO Data Stream Designer
            • How To Configure The Normalize Fields Function - XMPRO Data Stream Designer
            • How To Configure The OSIsoft PI Context Provider - XMPRO Data Stream Designer
            • How To Configure The OSIsoft PI Listener - XMPRO Data Stream Designer
            • How To Configure The Pass Through Transformation - XMPRO Data Stream Designer
            • How To Configure The PMML Agent - XMPRO Data Stream Designer
            • How To Configure The REST API Context Provider - XMPRO Data Stream Designer
            • How To Configure The RScript Agent - XMPRO Data Stream Designer
            • How To Configure The Run Recommendation Agent - XMPRO Data Stream Designer
            • How To Configure The Signal Filter - XMPRO Data Stream Designer
            • How To Configure The SQL Server Action Agent - XMPRO Data Stream Designer
            • How To Configure The SQL Server Context Provider - XMPRO Data Stream Designer
            • How To Configure The SQL Server Listener - XMPRO Data Stream Designer
            • How To Configure The SQL Server Writer Action Agent - XMPRO Data Stream Designer
            • How To Configure The Twilio Action Agent - XMPRO Data Stream Designer
            • How To Configure The Union Transformation - XMPRO Data Stream Designer
            • How To Configure The Unzip Function - XMPRO Data Stream Designer
            • How To Configure The Window Transformation - XMPRO Data Stream Designer
            • How To Create an App - XMPRO App Designer
            • How To Create and Manage Templates - XMPRO App Designer
            • How To Create and Publish a Use Case - XMPRO Data Stream Designer
            • How To Create and Use a Widget - XMPRO App Designer
            • How To Create App Data Connections - XMPRO App Designer
            • How To Create App Pages and Navigation - XMPRO App Designer
            • How To Create Recommendation Rules - XMPRO App Designer
            • How To Create Recurrent Data Streams - XMPRO Data Stream Designer
            • How To Do Integrity Checks - XMPRO Data Stream Designer
            • How To Edit Page Properties - XMPRO App Designer
            • How To Enable Audit Trails - XMPRO App Designer
            • How to Export, Import, and Clone a Data Stream - XMPRO Data Stream Designer
            • How To Export, Import and Clone an App - XMPRO App Designer
            • How to Export and Import an App - XMPRO App Designer
            • How To Find Help for an Agent - XMPRO Data Stream Designer
            • How To Install The XMPRO App Designer
            • How To Maintain and Capture Notes - XMPRO App Designer
            • How To Manage Agents - XMPRO Data Stream Designer
            • How To Manage and Use Server Variables - XMPRO Data Stream Designer
            • How To Manage Buffer Size - XMPRO Data Stream Designer
            • How to Manage Categories - XMPRO App Designer
            • How To Manage Categories - XMPRO Data Stream Designer
            • How To Pass Parameters Between Pages - XMPRO App Designer
            • How To Publish and Share an Application - XMPRO App Designer
            • How To Set Up and Use Charts in Live View - XMPRO Data Stream Designer
            • How To Set Up and Use Gauges in Live View - XMPRO Data Stream Designer
            • How To Share a Data Stream - XMPRO Data Stream Designer
            • How To Share a Use Case - XMPRO Data Stream Designer
            • How To Share an App For Design Collaboration - XMPRO App Designer
            • How To Troubleshoot a Use Case - XMPRO Data Stream Designer
            • How To Upgrade a Stream Object Version - XMPRO Data Stream Designer
            • How To Use App Files - XMPRO App Designer
            • How To Use Application Versions - XMPRO App Designer
            • How To Use Bar Gauge - XMPRO App Designer
            • How To Use Calendar - XMPRO App Designer
            • How To Use Chart Pan, Zoom and Aggregation - XMPRO App Designer
            • How To Use Chart Panes and Axes - XMPRO App Designer
            • How To Use Chart Print and Export- XMPRO App Designer
            • How To Use Charts - XMPRO App Designer Toolbox
            • How To Use Charts: Series - XMPRO App Designer
            • How To Use Collections - XMPRO Data Stream Designer
            • How To Use Content Card - XMPRO App Designer
            • How To Use D3 - XMPRO App Designer
            • How To Use Data Sources - XMPRO App Designer
            • How To Use Embedded Pages - XMPRO App Designer Toolbox
            • How To Use Fieldset and Field - XMPRO App Designer Toolbox
            • How To Use Flex Layout
            • How To Use Form Validation - XMPRO App Designer Toolbox
            • How To Use Input Mappings - XMPRO Data Stream Designer
            • How To Use Linear Gauges - XMPRO App Designer
            • How To Use Live View - XMPRO Data Stream Designer
            • How To Use Lookup - XMPRO App Designer
            • How To Use Maps - XMPRO App Designer
            • How To Use Page Layers - XMPRO App Designer
            • How To Use Pivot Grid - XMPRO App Designer
            • How To Use Polar Charts - XMPRO App Designer
            • How To Use Power BI - XMPRO App Designer
            • How To Use Radio Buttons - XMPRO App Designer Toolbox
            • How To Use Recommendations - XMPRO App Designer Toolbox
            • How To Use Select Box - XMPRO App Designer
            • How To Use Stacked Layouts - XMPRO App Designer Toolbox
            • How To Use Stream Host Local Variables - XMPRO Data Stream Designer
            • How To Use Tabs - XMPRO App Designer Toolbox
            • How To Use Tags - XMPRO App Designer Toolbox
            • How To Use Templated List - XMPRO App Designer
            • How To Use Templates - XMPRO App Designer
            • How To Use Text - XMPRO App Designer Toolbox
            • How To Use Text Area - XMPRO App Designer Toolbox
            • How To Use The Accordion - XMPRO App Designer Toolbox
            • How To Use The Block Styling Manager - XMPRO App Designer
            • How To Use The Box and Data Repeater Box - XMPRO App Designer Toolbox
            • How To Use The Button - XMPRO App Designer Toolbox
            • How To Use The Circular Gauge - XMPRO App Designer Toolbox
            • How To Use The Data Grid - XMPRO App Designer Toolbox
            • How To Use The HTML Editor - XMPRO App Designer Toolbox
            • How To Use The Hyperlink and Box Hyperlink - XMPro App Designer Toolbox
            • How To Use The Image - XMPRO App Designer Toolbox
            • How To Use The Indicator - XMPRO App Designer Toolbox
            • How To Use The Layout Grid - XMPRO App Designer Toolbox
            • How To Use The Number Selector - XMPRO App Designer Toolbox
            • How To Use The Pie Chart - XMPRO App Designer Toolbox
            • How To Use The Range Slider - XMPRO App Designer Toolbox
            • How To Use The Recommendation Chart - XMPRO App Designer Toolbox
            • How To Use The Scroll Box - XMPRO App Designer Toolbox
            • How To Use The Select Box - XMPRO App Designer Toolbox
            • How To Use The Sparkline - XMPRO App Designer Toolbox
            • How To Use The Textbox - XMPRO App Designer Toolbox
            • How To Use Tree Grid - XMPRO App Designer
            • How To Use Tree List - XMPRO App Designer
            • How To Use Unity - XMPRO App Designer Toolbox
            • How To Use Variables - XMPRO App Designer
            • How To Write and Maintain Notes and Business Case - XMPRO Data Stream Designer
            • Interactive 3D Models For Digital Twins - XMPRO Event Intelligence Platform
            • Manage Input Arrow Highlights - XMPRO Data Stream Designer
            • Manage Recommendation Access - XMPRO App Designer
            • Realize Value from End-To-End Condition Monitoring in 6 - 8 Weeks - XMPRO
            • Recommendation Versions - XMPRO App Designer
            • Solution Development Process For Event Intelligence Apps - XMPRO
            • Stream Hosts and How To Install Them - XMPRO Data Stream Designer
            • Use Case Versioning - XMPRO Data Stream Designer
            • XMPRO App Designer Overview - Event Intelligence Applications
            • XMPRO Data Stream Designer - Event Intelligence Applications
            • XMPRO Real-Time Event Intelligence Demo
            • XMPRO Recommendations - Event Intelligence Applications
          • 2019
            • Data Distribution Service: Using DDS in Your IoT Applications
            • My Digital Twin: Digital Twin Applications For Real-Time Operations (Like Me)
            • Setting up a Typical Industrial IoT Use Case with XMPro
            • XMPro Overview & Fin Fan Failure Demo
          • 2016
            • XMPro iBPMS Overview
          • 2013
            • XMPro Best Next Action - 3 Examples for XMPro blog
            • XMPro Case Management Example
            • XMPro Internet of Things Demo
          • 2012
            • Is Agile Business the New Normal
            • The Future of BPM Moving Towards Intelligent Business Operations
            • What industries does XMPro serve-
            • Who is XMPro for-
            • XMPro - The Social Listener - Why You Should Be Listening.wmv
            • XMPro Cool Vendor 2012
            • XMPro iBPMS For SharePoint
            • XMPro iBPMS v6 XMWeb for Intelligent Business Operations
            • XMPro News and Gartner BPM Sydney Summit Discount Offer.mp4
            • XMPro Version 6 - Introducing the Next Generation BPM for Intelligent Business Operations
    • Practice Notes
      • Unified Recommendation Alert Management
      • Performant Landing Pages in Real-Time Monitoring
  • Concepts
    • XMPro AI
      • XMPro Notebook
    • Data Stream
      • Stream Object Configuration
      • Verifying Stream Integrity
      • Running Data Streams
      • Timeline
    • Collection and Stream Host
    • Agent
      • Virtual vs Non-Virtual Agents
    • Application
      • Template
      • Page
      • Block
      • Canvas
      • Page Layers
      • Block Styling
      • Devices
      • Flex
      • Block Properties
      • Data Integration
      • Navigation and Parameters
      • Variables and Expressions
      • App Files
      • Metablocks
    • Recommendation
      • Rule
      • Execution Order
      • Auto Escalate
      • Form
      • Action Requests
      • Notification
      • Recommendation Alert
      • Deleted Items
      • Scoring
    • Connector
    • Landing Pages & Favorites
    • Version
    • Manage Access
    • Category
    • Variable
    • Insights
      • Data Delivery Insights
  • How-To Guides
    • Data Streams
      • Manage Data Streams
      • Manage Collections
      • Use Remote Receivers and Publishers
      • Manage Recurrent Data Streams
      • Use Business Case and Notes
      • Run an Integrity Check
      • Check Data Stream Logs
      • Use Live View
      • Use Stream Metrics
      • Troubleshoot a Data Stream
      • Upgrade a Stream Object Version
      • Setup Input Mappings
      • Use Error Endpoints
      • Use the Timeline
      • Context Menu
    • Application
      • Manage Apps
      • Manage Templates
      • Manage Pages
      • Import an App Page
      • Design Pages for Mobile
      • Navigate Between Pages
      • Pass Parameters Between Pages
      • Page Data
      • Manage Connections
      • Check Connector Logs
      • Manage Data Sources
      • Use Data Sources in the Page
      • Use Dynamic Properties
      • Use Expression Properties
      • Use Page Layers
      • Use Block Styling and Devices
      • Use Flex
      • Use Validation
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      • Create and Maintain Notes
      • Manage Widgets
      • Manage App Files
      • Manage Themes
    • Recommendations
      • Manage Categories
      • Manage Recommendations
      • Manage Rules
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      • Subscribe to Notifications
      • Manage Forms
      • Manage Variables
      • Manage Alerts
      • Manage Alerts on Mobile
      • Manage Deleted Recommendation Items
    • Connectors
      • Manage Connectors
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      • Manage Agents
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  • Blocks
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    • Layout
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    • Basic
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      • Dropdown Grid
      • Embedded Page
      • File Library
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      • Image
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      • Number Selector
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      • Range Slider
      • Select Box
      • Switch
      • Tags
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      • Text Area
      • Textbox
      • Tree Grid
      • Tree List
    • Device Input
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    • AI
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    • Actions
      • Box Hyperlink
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      • Alert Action
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      • Alert Form
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      • Alert Triage
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      • Recommendation Chart
    • Visualizations
      • Autodesk Forge
      • Azure Digital Twin Hierarchy
      • Bar Gauge
      • Chart
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      • Map
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      • Unity
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  • Administration
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    • Language
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      • Register a Company
      • Manage a Company
      • Manage Company Subscriptions
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      • Setup Auto Approval/Default Subscriptions
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    • Users
      • Invite a User
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  • Installation
    • Overview
    • 1. Preparation
    • 2. Install XMPro
      • Azure
      • AWS
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    • 3. Complete Installation
      • Configure Auto Scale (Optional)
      • Configure Health Checks (Optional)
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      • Create Base Company
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        • Windows x64
        • Azure Web Job
        • Ubuntu 20.04 x64
        • Docker
      • Install Agents & Connectors
  • Release Notes
    • v4.4.18
    • v4.4.17
    • v4.4.16
    • v4.4.15
    • v4.4.14
    • v4.4.13
    • v4.4.12
    • v4.4.11
    • v4.4.10
    • v4.4.9
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    • v4.4.6
    • v4.4.5
    • v4.4.4
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    • v4.4.2
    • v4.4.1
    • v4.4.0
    • Archived
      • v4.3.12
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      • v4.3.9
      • v4.3.8
      • v4.3.7
      • v4.3.6
      • v4.3.5
      • v4.3.4
      • v4.3.3
      • v4.3.2
      • v4.3.1
      • v4.3.0
        • v4.2.3
        • v4.2.2
        • v4.2.1
      • v4.2.0
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      • v4.1.0
      • v4.0.0
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  • Microsoft Azure Digital Twins : Everything You Need To Know
  • Microsoft Azure Digital Twins : Everything You Need To Know
  • How can companies use XMPro to supercharge Microsoft Azure Digital Twins?
  • Benefits of deploying XMPro on Azure
  • 1.Scalability For Real-Time Data Orchestration
  • 2.Leverage Pre-Built Connectors To Azure Services
  • 3.Integrate Machine Learning Into Your Apps
  • 4.Manage Assets and Hierarchies in Real-Time
  • 5.Simplify The Procurement & Billing Process
  • How The XMPro Agent for Azure DT Abstracts Complexity and Provides Additional Features

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  5. 2023

Microsoft Azure Digital Twins : Everything You Need To Know

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Microsoft Azure Digital Twins : Everything You Need To Know

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Updated Feb 06 2024

Microsoft Azure Digital Twins : Everything You Need To Know

What are Microsoft Azure Digital Twins?

Microsoft Azure Digital Twins is an advanced IoT platform that empowers developers to replicate physical environments digitally, fostering a deeper understanding through simulation, analysis, and automation of connected ecosystems. It provides essential APIs, tools, and pre-built templates for efficient digital twin model creation and management. This platform stands out by offering in-depth insights into physical environments, enabling informed decision-making and addressing real-world challenges through precise modeling and analysis capabilities.

How does Microsoft Azure Digital Twins differ from other digital twins?

Azure Digital Twins is one of several platforms available for creating and managing digital twin models, but it has several features that set it apart from other options:

  • Azure Digital Twins is built on top of the Azure IoT platform, which means it has native integration with other Azure services like Azure IoT Hub, Azure Stream Analytics, and Azure Data Explorer. This can make it easier to connect digital twin models to physical devices and systems, and to analyze and visualize data from those devices and systems.

  • Azure Digital Twins includes a set of pre-built templates and sample models that can be used as starting points for creating digital twin models. This can help developers get started quickly and reduce the time and effort required to create a digital twin from scratch.

  • Azure Digital Twins is designed to be highly scalable and can handle large numbers of digital twin models and devices. This makes it suitable for use in large-scale IoT projects and for use in industries such as smart buildings and smart cities.

  • Azure Digital Twins allows for multiuser access and collaboration, this allows for different teams to work on different parts of the model and also allows for different stakeholders to access the same model with different level of permissions.

One lesser-known fact about Azure Digital Twins is that it includes support for spatial intelligence. This means that it can be used to create 3D models of physical spaces, and to analyze and visualize data in a spatial context. This can be useful for a variety of applications, such as creating digital twin models of buildings and other physical structures, and for analyzing and visualizing data from sensors and other devices that are spatially distributed. The spatial intelligence feature allows for more accurate representation of the real world, and allows for more detailed analysis of the data collected from IoT devices.

What are the top use cases for Microsoft Azure Digital Twins?

Azure Digital Twins is well suited for a variety of use cases, but some of the most common use cases include

1.Smart Buildings: Azure Digital Twins can be used to create digital twin models of buildings and other physical structures, and to analyze and visualize data from sensors and other devices in those buildings. This can be used to optimize building performance, improve energy efficiency, and enhance the occupant experience.

2.Smart Cities: Azure Digital Twins can be used to create digital twin models of entire cities and to analyze and visualize data from a wide range of sensors and devices that are distributed throughout the city. This can be used to optimize traffic flow, improve public safety, and enhance the overall livability of the city.

3. Industrial IoT: Azure Digital Twins can be used to create digital twin models of industrial environments, and to analyze and visualize data from sensors and other devices that are distributed throughout those environments. This can be used to optimize production, improve equipment performance, and enhance the overall efficiency of the facility.

4.Supply Chain Optimization: Azure Digital Twins can be used to create digital twin models of supply chain networks, and to analyze and visualize data from sensors and other devices that are distributed throughout the supply chain. This can be used to optimize logistics, improve inventory management, and enhance the overall efficiency of the supply chain.

5.Remote Monitoring and Control: Azure Digital Twins can be used to create digital twin models of remote environments, such as offshore platforms and remote mining sites, and to analyze and visualize data from sensors and other devices that are distributed throughout those environments. This can be used to monitor and control the environment, improve safety and reduce downtime.

These are just a few examples of the many use cases for Azure Digital Twins. It’s a versatile platform that can be used in many different industries, and for many different applications.

How can companies use XMPro to supercharge Microsoft Azure Digital Twins?

XMPro iDTS (Intelligent Digital Twin Suite) is a sophisticated software platform designed for the creation and management of digital twins, focusing on asset and process optimization across various industries. It offers real-time insights and predictive analytics for proactive decision-making, enhancing operational efficiency by identifying inefficiencies and optimizing workflows.

XMPro iDTS supports informed strategic decision-making through comprehensive data analytics, thereby improving risk management and operational planning. The platform integrates seamlessly with existing systems, ensuring scalability and flexibility for businesses of all sizes, and is tailored to enhance asset lifecycle management by facilitating predictive maintenance to extend asset life and minimize downtime. Through its focus on asset and process digital twins, XMPro iDTS enables organizations to achieve significant cost savings and maintain a competitive edge in the market.

XMPro iDTS not only offers a comprehensive suite for managing digital twins but also includes several key modules designed to enhance its capabilities and provide users with a robust set of tools for optimizing their operations. These modules include the Datastream Designer, XMPro AI, App Designer, and Recommendation Manager, each contributing to the platform’s flexibility and power in unique ways.

  • Datastream Designer: This module allows users to easily configure and manage the flow of data from various sources into the digital twin environment. It supports the integration of real-time data, enabling organizations to create accurate and dynamic representations of their assets and processes. The Datastream Designer is essential for ensuring that digital twins are always up-to-date and reflective of current conditions.

  • XMPro AI: At the heart of predictive analytics and decision support within the platform, XMPro AI leverages machine learning algorithms to analyze data and predict outcomes. This module enhances the platform’s ability to forecast future conditions, identify potential issues before they arise, and suggest optimal courses of action, making it a crucial tool for proactive management and maintenance strategies.

  • App Designer: The App Designer module provides users with the tools to create custom applications within the XMPro iDTS environment. These applications can be tailored to meet specific business needs, enabling personalized dashboards, reports, and interactive tools that support decision-making and operational oversight. This flexibility ensures that organizations can maximize the value of their digital twin data.

  • Recommendation Manager: This module complements the predictive capabilities of XMPro AI by not only identifying potential issues but also suggesting actionable recommendations. The Recommendation Manager uses data-driven insights to advise on maintenance schedules, operational adjustments, and other strategies to improve performance and reduce risk. It serves as a bridge between data analysis and practical application, facilitating informed decision-making across the organization.

Together, these modules enhance the XMPro iDTS platform’s ability to provide comprehensive asset and process optimization. By integrating real-time data analytics, AI-driven predictions, customizable application development, and actionable recommendations, XMPro iDTS delivers a powerful solution for organizations looking to leverage digital twin technology for improved efficiency, reduced costs, and strategic advantage in their operations.

Benefits of deploying XMPro on Azure

1.Scalability For Real-Time Data Orchestration

Ingesting large volumes of data at high velocity requires scalable cloud computing resources. By deploying your XMPRO Apps and Data Streams on Microsoft Azure, you can leverage their flexible, secure and robust cloud computing platform to provide your team with real-time decision support.

A powerful cloud platform becomes especially important when you rely on data coming in every second from thousands of assets across multiple plants. As an example, one of our customers ingest 77 million events per day through their XMPRO Data Streams.

2.Leverage Pre-Built Connectors To Azure Services

Azure provides a suite of products you can leverage in your XMPRO Data Streams and Applications, from storing telemetry data in Azure Data Explorer (ADX) to creating digital twins in Azure Digital Twins. And our no-code approach makes these services even more accessible for users who don’t have an IT background.

As an example, the screen above shows how you can create new instances in Azure Digital Twins, upload DTDL models and set up new resources without leaving the XMPRO interface.

3.Integrate Machine Learning Into Your Apps

XMPRO makes predictive analytics from services like Azure Machine Learning consumable for end users in their day-to-day work, enabling them to make data-driven decisions.

But running these models to analyze data in real-time requires powerful and reliable cloud computing resources, which makes Azure an ideal deployment platform for AI-driven applications.

4.Manage Assets and Hierarchies in Real-Time

Integrate Azure Data Explorer (ADX) time series data and analytics with Azure Digital Twins with XMPRO’s No Code Application Composition toolset for a complete web-based historian and industrial analytics solution.

Create and manage an asset hierarchy with an XMPRO Asset Blueprint based Azure Digital Twins services.

Configure event triggers to create automated recommendations with prescriptive actions as well as event frames for future analysis of real-time events.

5.Simplify The Procurement & Billing Process

By purchasing your XMPRO license through the Azure Marketplace, you’ll be able to manage your XMPRO license and billing as part of your Azure account.

You’ll get a single, consolidated monthly bill from Microsoft that includes both your XMPRO and Azure charges.

How The XMPro Agent for Azure DT Abstracts Complexity and Provides Additional Features

For companies with business-critical assets, creating apps to solve problems such as condition monitoring, real-time visualization, optimization, and simulation is crucial. However, when using Azure DT as the service for your digital twins and asset hierarchy, companies may run into a problem. Azure DT is a developer-focused tool, which can be complex and challenging for companies to use effectively.

That’s where XMPro Agent for Azure DT comes in. The XMPro Agent abstracts the complexity of Azure DT and provides additional features that make it easier for companies to use the platform effectively. Some of the key features of the XMPro Agent include the following:

Simplified Resource Provisioning

With the XMPro Agent, companies don’t need Azure certification or knowledge of the Azure Portal to create Azure DT services. This is important because Azure DT is a developer-focused tool, and without a strong understanding of the platform, companies may struggle to create and manage their digital twins and assets. The XMPro Agent handles all the resource provisioning for you. This saves companies time and effort, and reduces the need for specialized skills and knowledge.

Automated Instance Discovery

Another benefit of the XMPro Agent is that it automates the process of instance discovery. This is important because it saves companies time and effort, and reduces the risk of errors or omissions when creating digital twins. With the XMPro Agent, companies can simply set up the integration and let the Agent discover and create the digital twins automatically. This makes it easier for companies to get up and running with Azure DT and focus on solving their business problems.

Centralized Model Management

The XMPro Agent also provides companies with centralized model management, which makes it easier to manage and update their digital twin models over time. With the XMPro Agent, companies can register new models and twin definitions in a single, unified location. This gives companies a complete and centralized view of their digital twins, and makes it easier to manage and update their models as needed.

Holistic Relationship Management

The XMPro Agent also provides companies with the ability to manage relationships in the asset hierarchy. This is important because it helps companies understand the relationships between their assets and devices, and makes it easier to monitor and manage their systems. With the XMPro Agent, companies can see a holistic view of their connected devices and systems, and make informed decisions based on this data.

Real-time Data Integration

The XMPro Agent also integrates with data sources and ensures that the digital twin is updated in near real-time. This is important because it provides companies with accurate and up-to-date information about their assets and systems, and helps ensure that their digital twins accurately reflect the state of their devices and systems. With the XMPro Agent, companies can have confidence that their digital twins are always up-to-date and accurately reflect the state of their assets and systems.

Time-series Logging

Azure DT doesn’t handle time-series data, but the XMPro Agent can log telemetry into a cloud historian like ADX. This is important because it provides companies with a complete picture of their devices and systems over time, and helps them make informed decisions based on historical data. With the XMPro Agent, companies can see how their systems have been performing over time, and use this data to make informed decisions about their assets and devices.

In conclusion, the XMPro Agent for Azure DT provides companies with a simplified and more efficient way to use the Azure DT platform. With its additional features and benefits, companies can focus on solving their business problems and leave the technicalities to the XMPro Agent.

MORE ABOUT XMPRO & AZURE DIGITAL TWINS

In addition to the benefits listed above, companies can use XMPro to supercharge Microsoft Azure Digital Twins in several ways:

  1. Automating processes: XMPro allows companies to create custom workflows and decision trees to automate processes and make decisions based on data from the digital twin model. This can be used to automate the control of the physical environment, trigger alarms or notifications, and perform other actions in response to changes in the digital twin model.

  2. Enhancing decision-making: XMPro provides a visual interface to create, manage and monitor the workflows, this can help non-technical users to participate in the management of the digital twin and make better decisions based on the data from the digital twin.

  3. Creating a holistic view: XMPro allows for the integration of various data sources, such as IoT devices, ERP systems, CRM systems, and SCADA systems, to create a holistic view of the environment. This can help in making more accurate decisions and getting a better understanding of the environment.

  4. Streamlining operations: XMPro can automate repetitive tasks, such as data collection and analysis, which can save time and resources for companies and streamline their operations.

  5. Improving scalability: With the out of the box integration with Azure Digital Twins, XMPro can leverage the scalability and integration capabilities of Azure, which can help companies to handle a large amount of data and devices and easily scale their digital twin solution as their needs grow.

By integrating XMPro with Azure Digital Twins, companies can take advantage of the powerful capabilities of both platforms to automate processes, enhance decision-making, create a holistic view, streamline operations, and improve scalability.

Blog
Explainer Series
January 30, 2023
Wouter Beneke