800+ Startups | $20B+ Disclosed Funding | ~2,500 Investors
AI is compressing workflows, redistributing expert knowledge and collapsing the boundaries between CAD, CAE, PLM and manufacturing systems.”— Michael Finocchiaro, Founder, ThreadMoat
Today, Cambashi—a Cambridge-based firm specializing in market intelligence and consulting for engineering and industrial software—announced a new strategic partnership with Michael Finocchiaro, an independent analyst researching the emerging engineering and industrial software ecosystem and the founder of ThreadMoat. ThreadMoat monitors over 800 startups alongside established vendors, investors, funding rounds, acquisitions, and market exits throughout the product lifecycle: from design and simulation through PLM, manufacturing, operations, and the industrial digital thread.
This announcement follows Cambashi’s recent release of ‘Cambashi’s View: The Impact of AI on CAE and Simulation’, co-authored with Dr Keith Hanna, a recognized industry expert in CAE/Simulation software who has investigated over 120 AI startups and SMEs.
Combined with Cambashi’s detailed research on the Engineering/Manufacturing Software market, these partnerships give clients insight into how AI-native entrants, venture capital, and incumbent responses are reshaping engineering and manufacturing software—and which developments represent lasting structural change rather than temporary AI positioning.
For 40 years, Cambashi has supplied market intelligence to most of the world’s leading software providers. It is now broadening its research into AI’s impact because:
‘AI-native’ companies are challenging long-established product architectures, workflows, and commercial models across CAD, CAE, PLM, CAM, MES, and industrial operations.
Surrogate models, generative engineering, and workflow automation are compressing simulation tool chains and workflows, with claimed speed improvements of 10 to 1,000 times.
AI is accelerating early-stage Design Space Exploration within manufacturing companies.
Investment and acquisition activity are accelerating as incumbent vendors compete to secure AI capabilities, specialized talent, and access to engineering data.
Going forward, Cambashi is expanding its research on ‘the Impact of AI’ into all the key software segments it covers, including BIM, CAM, and MOM/MES, and will soon unveil a new suite of market intelligence offerings that capture the latest AI startup and emerging investments reshaping the manufacturing software ecosystem.
“Engineering software is entering its most consequential restructuring since the transition from drafting to digital product development. AI is compressing workflows, redistributing expert knowledge, and collapsing the boundaries between CAD, CAE, PLM and manufacturing systems. The winners will not be those that add the most copilots, but those that rethink the architecture of engineering work.” – Michael Finocchiaro, Founder, ThreadMoat
“What is happening in CAE/Simulation now is not incremental — it is structural. The longer-term prize — multi-physics simulation at scale, bidirectional digital twins, and the convergence of CAE, EDA, and PLM tool chains — is immense. The AI and ML wave for CAE is here to stay.” — Keith Hanna, Cambashi Associate
“Our software clients want to know how AI may affect their business and where it presents new opportunities. These collaborations allow us to provide insights and offer expert advice into the impact of AI on the PLM/CAD and CAE/Simulation software markets.” – Alan Griffiths, EVP, Cambashi
‘Cambashi’s View: The Impact of AI on CAE and Simulation’ is available for download here: https://cambashi.com/cae-ai-view/
About Cambashi
Cambashi is a global market research, industry analysis, consulting, and training firm headquartered in Cambridge, UK, with a focus on the engineering and industrial software market.
Cambashi is recognized for its research in the Engineering/Manufacturing Software market, having provided market intelligence to over 80% of the leading global software providers for 40 years, with consistent granularity showing Software Provider Revenue (SPR) by product, country, and industry.
Cambashi uses macroeconomic data from its relationship with Oxford Economics to forecast growth in each area, and its Employment Observatory, combined with proprietary methods, to estimate the potential market size.
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Anastasia Prokhorova
Cambashi
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