Cambashi teams with ThreadMoat to track AI’s impact on engineering software

Cambashi has formed a strategic collaboration with analyst Michael Finocchiaro’s ThreadMoat to assess how AI is reshaping engineering and manufacturing software markets. The effort is aimed at helping clients separate durable structural change from short-term AI hype across CAD, CAE, PLM, CAM and industrial operations.

Why it matters: - Cambashi says AI is changing engineering software business models, workflows and product architectures across core segments including CAD, CAE, PLM, CAM, MES and industrial operations. - The collaboration is designed to help software vendors, investors and customers understand where AI creates durable market shifts versus short-lived positioning. - Cambashi is extending its research as incumbent vendors race to secure AI talent, capabilities and access to engineering data.

What happened: - Cambashi announced a strategic collaboration with Michael Finocchiaro, an independent analyst and founder of ThreadMoat. - ThreadMoat tracks more than 800 startups, alongside incumbent vendors, investors, funding activity, acquisitions and market exits across the product lifecycle. - The announcement followed Cambashi’s recent publication, “Cambashi’s View: The Impact of AI on CAE and Simulation,” created with Dr Keith Hanna. - Cambashi said the new collaboration builds on its research into the engineering and manufacturing software market.

The details: - ThreadMoat covers the path from design and simulation through PLM, manufacturing, operations and the industrial digital thread. - Cambashi said its research focuses on how AI-native entrants, venture investment and incumbent responses are reshaping engineering and manufacturing software. - Cambashi cited surrogate models, generative engineering and workflow automation as technologies compressing simulation tool chains and workflows by claimed speeds of 10x to 1,000x. - Cambashi said AI is accelerating early-stage design space exploration in manufacturing companies. - Cambashi plans to expand its AI research into BIM, CAM and MOM/MES. - The company said it will soon announce a new suite of market intelligence offerings covering AI startups and emerging investments in the manufacturing software ecosystem. - The AI-on-CAE report is available here. - Cambashi has spent 40 years providing market intelligence to most leading global software providers. - The company said it uses macroeconomic data from its relationship with Oxford Economics and its Employment Observatory to forecast growth and estimate market size.

Between the lines: - Finocchiaro framed the shift as a restructuring of engineering software rather than a simple feature upgrade, saying the winners will rethink how engineering work is organized. - Hanna said the change in CAE and simulation is structural, not incremental, and pointed to multi-physics simulation at scale, bidirectional digital twins and convergence across CAE, EDA and PLM tool chains. - Cambashi is positioning the collaboration as a way to explain where AI is creating real competitive change in a crowded market.

What's next: - Cambashi will broaden its AI coverage across the rest of its software market segments. - The company plans to release new market intelligence offerings focused on AI startups and investment activity. - Clients are likely to use the research to track vendor strategy, startup competition and investment patterns across engineering software.

The bottom line: - Cambashi is betting that AI will redraw the engineering software map, and it wants to be the guide for vendors trying to navigate the shift.