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Industrial Software: A deep dive on AI risks to CAE / PLM software
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Industrial Software: A deep dive on AI risks to CAE / PLM software
Global Research
27 July 2026ab
Industrial Software Equities
Europe including UKA deep dive on AI risks to CAE / PLM software
Industrial
Andre Kukhnin
Bottom line Analyst
We recently hosted a call with analysts from Cambashi, a leading market intelligence andre.kukhnin@ubs.com
provider for industrial software, and from Threadmoat, a PLM software market +44-20-7567 2162
intelligence specialist on AI risks in the CAD, CAE and PLM space (replay). While the Michael Briest
overall market outlook appears to be intact (HSD growth), we were surprised by the Analyst
breadth and depth of AI native start-up development with Cambashi tracking $2.3bn of michael.briest@ubs.com
VC funding in AI for CAE specifically and Threadmoat citing $19bn of VC investment in +44-20-7568 8367
AI start ups for broader CAD/PLM software (excluding Prometheus). The acceleration in Taylor McGinnis
compute is substantial and the traditional Design->Simulate->Manufacture stack is Analyst
beginning to shift, with offers extending to nearly co-simulation in design now. taylor.mcginnis@ubs.com
Although this comes across as a substantial threat to incumbents at first sight, we are +1-212-713 1332
somewhat reassured by 1/ the new offerings' ability to create market (democratisation Dini Magoon
of simulation, higher simulation volumes) and 2/ physics backstop for incumbent players Analyst
with proprietary kernels. In light of the above, the recent step up in M&A activity in dini.magoon@ubs.com
AI industrial software (Autodesk-MaintainX, Schneider-Cognite - both >$3bn) comes +44-20-7567 4037
across as less surprising and we believe more should be anticipated. In terms of stock Jarrod Chisholm
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