Digital Twin Consortium® executes on the promise of digital twins and associated technologies by working closely with our members to accelerate the market. We do this by fostering development, raising awareness, increasing adoption, and improving the interoperability of digital engineering projects propelled by digital twins. DTC is a program of Object Management Group®. For more information, please visit digitaltwinconsortium.org.

This session will describe how smart factories can achieve digital transformation by applying various Artificial Intelligence and Machine Learning techniques, focusing on the key metrics used to measure success.

Three use cases for AI in industrial environments—wind turbine manufacture, soft drink bottling, and drone-based logistics—will be used to show how AI effectiveness can be measured. Additionally, various metrics, measurement methodologies, and reporting formats for the AI performance data will be explored.

Through the application of the technologies shown, the impact of AI on improving manufacturing quality, productivity, cost, efficiency, and safety can be measured and optimized.

This presentation is a part of our ongoing webinar series -- Breaking Boundaries: The Future of Digital Transformation.

How to Measure Success of AI for Manufacturing

Join us for an exclusive webinar introducing Version 1.2 of the Digital Twin Capabilities Periodic Table (CPT), featuring a groundbreaking enhancement for AI integration. Learn how this latest evolution transforms digital twin implementation through its new computable framework and creates exciting opportunities for technology-agnostic capability development.

What You'll Learn:
- Discover the new computable CPT format in YAML and how it enables seamless integration with generative AI systems
- Explore practical applications already being leveraged by community members, from automated component selection to industry-specific implementation guides
- Learn how to generate multiple formats (JSON, XLSX, PowerPoint) from the base YAML file
- Get hands-on with example AI prompts to accelerate your digital twin development
- Understand how Version 1.2 bridges traditional digital twin frameworks with emerging AI technologies

Featured Speakers:
- Sean Whiteley, CEO of AxoMem
- Pieter van Schalkwyk, CEO at XMPRO
- Dan Isaacs, CTO at Digital Twin Consortium

Who Should Attend:
This webinar is valuable for digital twin practitioners, solution architects, technology leaders, and anyone interested in leveraging AI to enhance digital twin implementation. Both members and non-members of the Digital Twin Consortium will gain valuable insights.

Resources & Next Steps:
- Download the new computable version of the CPT
- Share your feedback for future versions
- Learn how to join the CPT Subgroup (for members)
- Explore Digital Twin Consortium membership benefits (for non-members)

Don't miss this opportunity to see how the Digital Twin Capabilities Periodic Table is evolving to meet the challenges of tomorrow's digital twin landscape. Register today!

Accelerating Digital Twin Development with Gen AI and Capabilities Periodic Table

Transform the way you design, optimize, and manage your manufacturing operations. This in-depth session will explore how Virtual Twin as a Service (VTaaS) is revolutionizing manufacturing and beyond.

What You'll Learn:

- Gain a clear understanding of VTaaS and how it harnesses advanced technologies like the 3DEXPERIENCE platform and DELMIA solutions to create actionable and dynamic virtual replicas of physical assets and processes.
- Discover how engaging a team of experts to complete your project ensures tailored, customer-specific virtual twins that continuously optimize your operations.
- Realize the direct benefits—enhance decision-making, boost efficiency, and pave the way for smarter, more sustainable manufacturing.

Real-World Success Stories:

We’ll highlight breakthrough examples of Virtual Twin as a Service applications. Learn how a hospital improved patient care, streamlined operations, and achieved financial efficiency. We’ll also discuss how a leading engine and power generation manufacturer developed a production line that meets regulatory mandates for sustainable engines.

This is your opportunity to stay ahead of the curve and gain innovative strategies to elevate your manufacturing approach.

Get The Virtual Twin Working For You

Join our webinar to discover how integration and bidirectional feedback enable a tightly connected design-to-manufacturing loop.

Manufacturers face growing challenges in aligning engineering and shop floor systems. Disconnected processes delay new product introductions and engineering changes, slow down issue resolution, reduce quality, and hamper productivity.

Digital continuity improves overall efficiency, reduces errors, and enhances responsiveness throughout the product lifecycle, driving significant quality, productivity, and innovation gains.

DELMIA solutions enable digital continuity capabilities:

- Ensure shop floor instructions align with engineering designs
- Accelerate change management and resolve issues faster
- Boost productivity, quality, and customer satisfaction

With digital continuity, your teams can operate seamlessly, ensuring the shop floor and engineering systems are fully connected.

Achieve Digital Continuity: Connect Engineering to Operations

Join us for the presentation of the best-in-class Digital Engineering (DE) with MBSE and Virtual Twin example in context of portable Robotic Arm. This example shows the practical impact of systems engineering across the entire product lifecycle. We will engage in fully integrated system - the Robotic Arm. We will experience the intersection of engineering disciplines: systems engineering, electrical and mechanical design, manufacturing, implementation, and verification & validation (V&V). This is done through the digital thread and co-simulation using solutions as CATIA Magic (Cameo), 3DEXPERIENCE platform, 3RD party integrations leveraging open standard including SysML, Modelica, IoT – MQTT, FMI.

We will provide clear models, a virtual environment for the digital thread, and physical hardware to bridge the virtual with the real. It is a compact modular sample highlighting a major paradigm in digital engineering education and industry. The project includes a highly portable robotic arm. It comes in a small box and is affordable at $65 on Amazon.

Digital Engineering and MBSE with Virtual Twins: Streamlining Robotic Arm Design and Deployment

The prevalence of digital twins has skyrocketed across industries, with organizations utilizing the technology to streamline service delivery and optimize decision-making. 

We are at the precipice of the next phase for digital twins, fusing the technology with Gen AI. The result is Multi-agent GenAI Systems (known as MAGS), which can drive 20-30% increases in production throughput, 20-40% reduction maintenance planning time, and 10-30% increases in asset service life. 

MAGS are composed of multiple interacting GenAI-based agents, each with a defined role, that work together to solve complex problems and operational challenges across industries. These agents can independently perceive their environments across multiple modalities, make informed decisions and communicate with other agents. 

What Will Be Covered

In this session, Greg Porter will discuss:

• Examples of MAGS in practice and possibilities we’ll see take shape in the next year.
• Best practices for deploying MAGS effectively and selecting use cases. 
• The use of MAGS and digital threads
• GenAI capabilities empowering the next generation of digital twins with cutting-edge autonomy, self-optimization and data-driven insights. 

Who Should Attend

• Business and technology professionals investing or considering investing in digital twins
• Professionals tasked with operational efficiency of systems or supply chains, including operations and maintenance managers
• Digital twin practitioners, data and AI engineers, digital transformation leaders.

How MAGS are Revolutionizing Digital Twin Technology

This presentation introduces an innovative AI-driven, self-learning smart-heating digital twin solution designed to reduce the carbon footprint of existing buildings. 

Unlike traditional efficiency strategies, this edge-native approach leverages reality gamification and collaborative strategies to optimize building performance. Recently published in the DTC Technology Showcase, the solution integrates BIM models, wireless sensors, and actuators with game engine technology to create an immersive, real-time collaboration arena for stakeholders.

WHAT WILL BE COVERED

1. Edge-native digital twin strategies for existing buildings
2. AI-driven predictions and automated actuation for carbon footprint reduction
3. Reality gamification for enhanced stakeholder collaboration
4. Integration of real-time data with business applications and decision-making processes

Nicolas will discuss practical applications of this technology in the real estate sector, demonstrating how it enhances energy efficiency, reduces maintenance costs, and improves overall building performance. 

The presentation will highlight how this approach achieves up to 25% energy savings and significant cost and time savings. The presentation will conclude with a demonstration of the solution's ability to transform building operations through intelligent automation and continuous optimization.

WHO SHOULD ATTEND
• Real estate owners, managers, and developers interested in innovative solutions for reducing the carbon footprint of existing buildings.
• Technologists and business executives across industries committed to digital twins and seeking to improve operational efficiency in building management.
• Sustainability professionals looking for advanced technologies to meet climate goals and promote sustainable development practices.
• Anyone interested in the practical applications of digital engineering, digital twins, 3D modeling, and simulation in the built environment.

Self-Learning Digital Twins for Smart Heating

This webinar will explore how Multi-Agent Generative Systems (MAGS) are transforming the automotive industry. Eugene will discuss the integration of MAGS with digital twin technology and software-defined vehicle approaches, showcasing how this combination creates an intelligent ecosystem for innovation throughout the entire automotive lifecycle.  

The presentation will look at the main advantages of MAGS and how it differs from traditional AI approaches. Eugene will provide examples of how MAGS can improve everyday processes in industries beyond automotive.
 
WHAT WILL BE COVERED

- AI's potential in complex systems
- Applying AI to enhance safety, efficiency, and decision-making in high-stakes environments
- The impact of AI on autonomous systems and predictive analytics
- Navigating regulatory landscapes
- Potential applications of MAGS in the next 5-10 years.

WHO SHOULD ATTEND

• Technologists and business executives across industries, committed to digital twins and taking their operational efficiency to the next level.
• Technologists and business executives interested in learning more about Gen AI for autonomous vehicle implementations, digital engineering, 3d modeling and simulation, and how they realize value.
• Anyone interested in digital engineering or digital twins.

Unlocking Automotive AI Use-Cases with Multi-Agent Generative AI Systems

This presentation introduces Multi-Agent Generative Systems (MAGS), an advanced AI-driven platform that integrates multiple software agents with large language models to optimize industrial processes. Unlike traditional multi-agent systems, MAGS agents can reason, collaborate, and adapt to complex environments.
 
Pieter van Schalkwyk will explore how MAGS agents observe their environment, reflect on past experiences, plan actions, and execute tasks. The presentation will highlight the crucial role of digital twins in providing a real-time proxy for physical assets, enabling continuous monitoring and simulation.

WHAT WILL BE COVERED
 
We will investigate the unique aspects of MAGS, including:
1.      Advanced reasoning capabilities
2.      Collaborative problem-solving among agents
3.      Adaptive decision-making in dynamic environments
4.      Integration with real-time data and business applications
 
We will discuss practical applications of MAGS in various industries and demonstrate how it enhances efficiency, safety, and decision-making in complex operational settings.
 
The presentation will conclude with a live demonstration of MAGS managing an industrial business process using digital twins, showcasing its potential to transform operations through intelligent automation and continuous optimization.

WHO SHOULD ATTEND

• Technologists and business executives across industries, committed to digital twins and taking their operational efficiency to the next level.
• Technologists and business executives interested in learning more about digital twins of real world implementations, digital engineering, 3d modeling and simulation, and how they realize value.
• Anyone interested in digital engineering or digital twins.

Multi-Agent Generative Systems in Industrial Applications

Join us for a timely presentation focusing on the pivotal role of geolocation and spatial analytics in the development and optimization of digital twins. 

Geolocation is the process of pinpointing physical location, providing the raw data that spatial analytics systems process to create models and generate insights. These insights help make Architecture-Engineering-Construction (AEC) operations more efficient by optimizing site selection, improving design accuracy, and enhancing project management.

In this webinar, our experts will explore how these capabilities enhance the accuracy, efficiency, and value of digital twin implementations across various built infrastructure projects.

What will be covered 

Mark and Dan will highlight key insights on geolocation and spatial analytics, offering attendees a comprehensive understanding of the current landscape, future trends and critical considerations to create, manage and utilize location-enabled digital twins. You will learn about the latest advancements, practical applications, and best practices for leveraging spatial data to drive digital twin innovation and operational excellence.

Don’t miss this opportunity to gain valuable insights, engage with industry leaders, and stay ahead of the curve in the rapidly evolving field of digital twins.

Who should attend

- Technologists and business executives in the Architecture, Engineering, Construction and Operations fields.
- Technologists and business executives across industries, committed to taking their operational efficiency to the next level.
- Anyone interested in learning more about digital twins of real world implementations, GIS, Geolocation, Spatial Analytics, and how they realize value.
- Anyone interested in learning more about digital transformation or digital twins.

The Critical Role of GIS, Geolocation, and Spatial Analytics for Digital Twins

Montesquieu, a man of letters, said: "the better is the mortal enemy of the good." The Pareto Principle employs the proverb numerically as the 80/20 rule. Applied to engineering, we typically strive to achieve the majority of the outcome with the smallest amount of effort. We try not to waste time and profitability on needlessly improving a design that’s already good.

At some point, however, good becomes not good enough. The digital twin, for example, helps us understand and measure the present. Simulation coupled with the virtual twin experience adds additional perspective.  

WHAT WILL BE COVERED 

The webinar will show how the virtual twin experience can be applied to tackle sustainability challenges. Looking at industrial application examples, Dr. Luzzato will show what is “good enough” today, while providing a glimpse of what will be achievable in the near future. 

Dr. Luzzato will walk through the virtual twin experience, starting with designing a 3d model that represents the shape, dimensions and properties of an industrial system. Simulations can be run on that virtual model to explore how the system will behave when assembled, operated, or subjected to a range of events.

He will look at how the virtual twin experience enables technologists to visualize, model and simulate an entire environment. This facilitates sustainable business innovation throughout the product lifecycle. 
  
WHO SHOULD ATTEND

• Technologists and business executives across industries, committed to sustainability and taking their operational efficiency to the next level.
• Technologists and business executives interested in learning more about digital twins of real world implementations, virtual twins, 3d simulation, and how they realize value.
• Anyone interested in digital transformation or digital twins.

Enabling a More Sustainable Future Through Virtual Twins

An airport ecosystem operates through an intricate web of interconnected systems, spanning business and operational systems. As the complexity has increased, resources are being drained and costs are skyrocketing. Traditional methods of optimizing individual systems are no longer adequate. 

Digital twins have been introduced into the ecosystem to improve operational efficiency and reduce waste. Today, digital twins are driving positive outcomes across business silos, from infrastructure management and terminal operations to regulatory compliance and fiscal management. 

In this webinar, our panel of airport operations experts and digital twin technologists will engage in a discussion on how digital twins are proving real-world value. They will look at areas such as airport master planning, airside operations, passenger experience, safety/security, and emergency response. 

What will be covered 

- An introduction to digital twins and decision intelligence 

- Key insights from a comprehensive survey of airport owner/operators and consultants 

- A system of systems approach to value creation 

Who should attend 

- Technologists and business executives in transportation and customer services industries, interested in taking their operational efficiency to the next level. 

- Technologists and business executives interested in learning more about digital twins, real-world implementations, and how they realize value. 

- Anyone interested in airport operations, transportation technology, digital transformation, or digital twins. 

Presented by 

Doug Migliori, Event Driven Systems (moderator) 
Isaac Benzaquen, Dassault Systèmes 
Kelly Watt, Digital Twin Consulting
Mike LaFontaine Orange County Public Works/SNA Airport

The Business Value of Digital Twins for Airport Operations

Digital transformation is driving and defining today’s pharmaceutical industry. It provides a
disruptive and transformative roadmap across multiple disciplines and market sub-sectors. However, reaching the lofty goals promised by transformation means aligning the industry with a new set of principles.

The FDA, in concert with the industry, has begun work on establishing a digital transformation framework for pharma. The framework is consistent with extrapolating Industry 4.0 into manufacturing and operations. 

In this presentation, Eli Lilly’s Doug Kiehl will illustrate how his organization is leveraging the FDA framework and cross-collaborative industry partnerships to make strides toward achieving their transformation goals. This work has helped Doug’s team optimize production through digital manufacturing operations and augment the current workforce through automation.

What will be covered:
Doug will discuss methods to attain the goals of more expedient operations, product development, advanced manufacturing, supply chain, and lifecycle management. He will explore three key enablers for advanced manufacturing in pharma: 

1. The FDA’s FRAME (Framework for Regulatory Advanced Manufacturing Evaluation) initiative,
2. Digital twins, and 
3. Cross-collaborative partnerships.

 Who should attend: 
• Technologists and business executives in pharma R&D and manufacturing, interested in taking their operational efficiency to the next level.
• Technologists and business executives interested in learning more about digital twins, real-world implementations, and how they realize value. 
• Anyone interested in pharma manufacturing, digital transformation, or digital twins.

Enabling Digital Transformation in Pharma with Cross-Collaborative Partnerships

The challenges for process manufacturing industries have never been more formidable. In the biopharma world, costly developments such as shifting drug prices, healthcare mandates, regulatory requirements, and demands for consumer customization, have compelled manufacturers to reinvest in their operations and processes.  

Modular manufacturing is a key advancement that has emerged as a result. This technique allows process manufacturers to produce a variety of products from a single facility with faster changeovers, increased flexibility, and improved overall equipment effectiveness. The technology at the foundation of this breakthrough is Virtual Twin as a Service. 

What will be covered: 

In this webinar presentation, Dassault Systèmes’ Guillaume Kerboul examines how Virtual Twin as a Service is reducing time to market and enhancing operational efficiency in biomanufacturing processes and recipes. Guillaume will look at: 
 
Use cases for breaking down manufacturing facilities into functional building blocks or modules to create their twin in the virtual world.  

How virtual twins of buildings, equipment, and single-use kits help manufacturing organizations implement modular manufacturing. 

Opportunities to realize value from virtual twins, including re-using designs, accelerating operator training, and simplifying processes such as qualification and validation.  

How virtual twins will ultimately achieve more sustainable drug manufacturing. 
 
Who should attend:  

Technologists, business executives and CDMOs in pharma R&D and manufacturing, interested in taking their operational efficiency to the next level. 

Technologists and business executives who are interested in learning more about digital twins and virtual twins, real-world implementations, and how they realize value.  

Anyone interested in pharma manufacturing, digital transformation, or digital twins.

How Virtual Twin as a Service Accelerates Modular Biopharma Manufacturing

The Digital Twin Consortium’s Technology Showcase features a new public safety use case, designed to provide comprehensive safety intelligence to save people in panic during shooting incidents. This webinar will delve into the use case in detail and show how it ensures safety while minimizing damage and fatalities. 

The Digital Twins for Public Safety use case is based on the Intelevac AIoT platform developed by safety intelligence solution provider Corners Global, where Linda leads the BD team. She hopes to be part of a digital era that can make a difference and make the world a better place to live. 

What will be covered: 

- Digital twins are leveraged to provide the best escape routes and safe places. More specifically, the use case provides the three Ds of intelligence: 1) Detect the gun shot, 2) Determine the best courses of action, and 3) Direct people to safety.  
- Digital transformation plays a crucial part in the use case, as it incorporates digital twin and AI in multiple aspects of the solution
- Developing location analytics algorithms for shooter location identification, 
- Relaying 3D visualizations of target facilities to emergency response teams, and 
- Building 3D simulations for realistic safety training opportunities.  

Who should attend:  

- Technologists and business executives in building or premises security and public safety. 
- Technologists and business executives interested in learning more about digital twins, real-world implementations, and how they realize value.  
- Anyone interested in digital transformation and digital twins.

How Digital Twins Enable Evacuations During Active Shooter Incidents

Join us on December 15 for a live webinar that unravels the Gen AI revolution, a game-changer in technological history. While offering unprecedented benefits across various industries, it also raises critical questions about trust, ethics, and the potential for unintended consequences.

Explore the transformative power of Generative Artificial Intelligence and the challenges it presents. We'll delve into the distinction between impressive AI capabilities and true intelligence, addressing concerns related to accuracy, bias, and ethical outputs. The development of Key Performance Indicators (KPIs) will be highlighted, focusing on ensuring the trustworthiness of AI systems.

Navigate the evolving landscape of regulations, industry guidelines, and governmental efforts worldwide. Understand how Gen AI is poised to reshape communication, creative, financial, legal, manufacturing, medical, and science & technology sectors. Concluding with a forward-looking perspective, we'll discuss the impact on the workforce, intellectual property, and the need for a shift in cognitive approaches. Join us for an insightful exploration into the future, balancing the promises and challenges of Generative AI. Reserve your spot now for an engaging discussion on responsibly navigating this revolutionary technological landscape.

Generative AI and Sustainability

In our previous webinar on Responsible Generative Artificial Intelligence, participants voted overwhelmingly in favor of increased regulation surrounding creating and deploying Generative AI systems. 

The European Union has been the first to propose regulation. The UK is looking towards a pro-innovation form of regulation, with the US securing voluntary commitments from leading AI companies. 

Intellectual property is a significant concern, as well as risks to the public, in the areas of bias, privacy, and trustworthiness. 

On October 4, John Easton of IBM will discuss the potential implications of these emerging regulations, intellectual property concerns, and the role of AI ethics. Cheranellore Vasudevan will provide an overview of the upcoming Responsible Generative Artificial Intelligence White Paper.

A Responsible Approach to Regulating Generative Artificial Intelligence

This session covers two key aspects of digital transformation - organizational design and training at scale. 

Through a multidimensional approach, the session aims to explore effective strategies for configuring organizations for human-AI teaming and training existing teams about more effective used of AI to ensure sustainable growth and competitive advantage in an ever-evolving global landscape. 

The session introduces research from MIT including Supermind Design and MIT Horizon.

Designing and Training Intelligent Organizations

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