Industry Summary Articles

Ann Arbor, Michigan, USA 22 April 2026—CIMdata, Inc., the leading global research, consulting, and education firm specializing in Product Lifecycle Management (PLM) and the Digital Transformation it enables, announces that Dr. Diego Tamburini, Executive Consultant and Director of its AI in PLM practice, was recently featured on the Stay Sharp in Digital Engineering podcast. Hosted by Razorleaf, the episode titled "Build, Buy or Wait, Navigating the AI Implementation Stack" takes a deep dive into what it actually takes to move from AI experimentation to production-ready deployment in manufacturing and engineering organizations.

Drawing on over 25 years of experience at organizations including...

 PDF

Takeaways

• Gen 7 is the latest iteration of Dassault Systèmes evolution that began more than thirty-five years go, where they have progressed from 3D to DMU to PDM to PLM to Virtual Twin to Virtual Twin of Human, and arrives today at 3D UNIV+RSES
• 3D UNIV+RSES extends the 3DEXPERIENCE platform into generative AI and Industrial World Models based on science and physics. Virtual companions guide the company through the product lifecycle and enable the development and validation of products digitally.
• Customer keynotes from well-known companies such as Ford Motor Company, Lockheed Martin Aeronautics, and...

Leading solution providers to sponsor product lifecycle management (PLM) conference.

ANN ARBOR, Michigan, USA & STOCKHOLM, SWEDEN - 16 April 2026—CIMdata, Inc. and HKAB announce the sponsors for the upcoming PLM Road Map & PDT North America 2026 event. Participating sponsors include the Aerospace & Defense PLM Action Group, AMC Bridge, Aras, ChapsVision, Configit, Contact Software, Dassault Systèmes, Keysight, PRO.FILE from Revalize, PROSTEP, PTC, Razorleaf, and SBE Vision. The event is scheduled at The Westfields Marriott in Chantilly, Virginia, on 6 & 7 May.

"We are delighted to have these key solution providers join us for PLM Road Map & PDT," stated...

 PDF

Takeaways

• Not all AI delivers the same value. The way AI is implemented determines both what it can do and the investment required. Understanding the architectural differences between single-system AI, cross-system knowledge retrieval, and agentic workflows is the starting point for any informed investment decision.
• The fundamental trade-off is effort vs. data scope. Out-of-the-box AI from software providers is limited to one system’s data. Cross-system knowledge retrieval opens the AI’s aperture to the full enterprise, and that is where the real productivity gains begin.
• The knowledge foundation is the step most organizations underestimate. Cross-system...

ANN ARBOR, Michigan, USA 14 April 2026—CIMdata, Inc., the leading global research, consulting, and education firm specializing in Product Lifecycle Management (PLM) and the Digital Transformation it enables, announces an upcoming free educational webinar, “2026 PLM Status & Trends.” The webinar will take place on Thursday, 14 May 2026, at 11:00 a.m. (EDT) and last for one hour.

This eagerly awaited annual webinar provides exclusive insight into CIMdata’s global PLM Status & Trends research survey results. Each year, the cumulative research aims to deepen the global PLM community’s collective understanding...

Ann Arbor, Michigan, USA, 26 March 2026—The CIMdata-administered Aerospace & Defense PLM Action Group (AD PAG) is sharing a catalog of 80 use cases for digital twin-digital thread (DTW-DTH). This document marks the culmination of an intensive benchmarking project designed to bridge the gap between theoretical potential and industry reality.

Recognizing the need for clarity in a complex digital landscape, an AD PAG-sponsored project team undertook the challenge of advancing the industry’s understanding of current DTW-DTH capabilities. By benchmarking use cases using commercially available software and services, the team has provided a roadmap for organizations looking to scale their digital maturity....

 PDF

Technical and architectural best practices for implementing AI across PLM-centric Digital Threads

Takeaways

• AI in PLM environments must be grounded in authoritative lifecycle data and governed by digital thread semantics. Retrieval-based approaches tied to product structures, configurations, effectivity, and change context are more reliable than unconstrained generative methods.
• Embeddings, vector databases, and retrieval pipelines are lifecycle infrastructure, not implementation details. They require versioning, refresh policies, authorization filtering, and traceability back to source artifacts.
• Model orchestration is essential to scale AI responsibly. Different tasks require different models, routing logic, latency targets, and cost controls, which must...

ANN ARBOR, Michigan, USA 17 March 2026—CIMdata, Inc., the leading global research, consulting, and education firm specializing in Product Lifecycle Management (PLM) and the digital transformation it enables, announces an upcoming free educational webinar, Digital Threads and Twins in Theory and Practice: Benchmarked Industry Use Cases." Hosted by James Roche, Aerospace & Defense Practice Vice President, and Janie Gurley, Director, Data Governance Practice, the webinar will take place on Thursday, 9 April 2026, at 11:00 a.m. (EDT) and last for one hour.

Today's complex engineering systems...

CIMdata’s flagship education program will be available in Paris in June.

ANN ARBOR, Michigan, USA, 12 March 2025—CIMdata, Inc., the leading global strategic consulting and research firm focused on PLM (Product Lifecycle Management) and its digital transformation, announces the offering of its industry-standard PLM Certificate Program in Paris (La Defense), France, from 8-12 June.

This intensive, week-long program is designed to equip PLM professionals with the actionable strategic frameworks and high-level knowledge they need to formulate and execute effective PLM strategies. Participants gain expertise in addressing common challenges while taking a deep dive into advanced topics—including the practical application of AI, IoT,...