AI trends transforming PLM, manufacturing, simulation, and design intelligence
5 articles
600 startups. 10 unicorns. $15.7 billion in venture capital. A parallel engineering software industry is shipping order-of-magnitude workflow improvements while Autodesk, Siemens, PTC, and Dassault stall. Where is the market heading?
5 AI trends remaking manufacturing. How startups are automating production planning, quality assurance, and supply chain—and why incumbents are falling behind.
5 AI trends reshaping PLM and digital thread. How AI is closing data gaps, automating requirements traceability, and wiring design intent into manufacturing and field operations.
5 AI trends remaking CAE and engineering simulation. How neural surrogates, adaptive meshing, and AI-powered physics are turning simulation from a validation step into a design accelerant.
5 signals from 22 startup interviews: design intelligence is shifting toward manufacturable outcomes, vertical solutions, and production-ready workflows.