Digital twins are a transformative technology helping organizations develop more operationally efficient, accessible, and sustainable solutions across all vertical industries.
In the Reflections Blog, digital twin experts are writing about innovations, best practices, use cases, events, publications, initiatives, and breakthroughs in the digital engineering space. The blog encompasses the primary areas and disciplines across the digital engineering ecosystem, including model-based system engineering, digital thread, and related strategies.
Infrastructure and operations leaders with a stake in their organization's global operations, product development, and supply chains will benefit from following the blog. The opinions of the authors are theirs, and not necessarily those of the consortium.

Leveraging Data Sharing to Transform Transportation
By Maximilian Werling, Research Fellow, Ferdinand Steinbeis Institute Imagine stepping off your f...
Read more →
OPC UA apps and services to build Digital Product Passports now available open-source
Digital Twin Consortium hosting central piece of proposed technical solution to the DPP open-sour...
Read more →
The Role of Data-Centricity in Smart, Connected Systems
Originally printed in full in Object Management Group’s Journal of Innovation Feb., 2025: T...
Read more →
The Digital Transformation Paradox: Bridging the Maturity Gap in Industrial Manufacturing
By Pieter van Schalkwyk CEO at XMPRO, Author – Building Industrial Digital Twins, DTC Ambas...
Read more →
IT/OT: The Dynamic Duo of Digital Transformation Creating value and innovation with IT and OT systems
The world is changing fast, and so are markets and customer expectations. In this dynamic and unc...
Read more →
Embracing Digital Transformation and Generative AI for Strategic Reinvention
By Edy Liongosari The following is a condensed summary of select sections from Accenture’s ...
Read more →
Scaling Multi-Agent Systems with Data Pipelines: Solving Real-World Industrial Challenges
By Pieter van Schalkwyk, XMPro In today’s complex industrial landscape, the ability to process an...
Read more →
Keeping Humans At The Heart Of The AI Revolution
By Madhu Gaganam, Dell Technologies Today, we stand at the open gates of the AI era and the fifth...
Read more →
Digital Twins in Supply Chain Management
Digital Twins in Supply Chain Management Dr Rajinder Bhandal, Lecturer in Management, Leeds Unive...
Read more →
Revolutionizing Site Civil Projects with Reality Capture
Digital Twin Consortium Present “Reality Capture for Site Civil Projects” Guide. In t...
Read more →
Introducing V1.1 of the Digital Twin Capabilities Periodic Table
New Capabilities and Refined Structure By Sean Whiteley, CEO of AxoMem | Pieter van Schalkwyk, ...
Read more →
Digital Twins: a framework that unlocks business value and enables digital transformation at scale
By Pieter van Schalkwyk, CEO at XMPro Digital Twins have emerged as a critical technology ...
Read more →
Digital Twin Consortium Regional Branch Organizer Program
An essential part of the Digital Twin Consortium Global Ecosystem By David Lee, Digital Tw...
Read more →
Understanding DTC’s Digital Twin Platform Stack Architectural Framework
By Dr. David McKee, Fractional CTO, Digital Twin Thought Leader In July 2023, the Digital ...
Read more →
A Case for World Models in Data-Driven Digital Twins
By Sundip R. Desai, Lockheed Martin Associate Fellow and Guidance, Navigation, and Controls Engin...
Read more →