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AI workflowsAdoption

Enterprise 'AI workflow' hype isn't your workflow

Published 11 July 2026 · Source dated 1 October 2025

Autodesk and NVIDIA are pushing AI hard into manufacturing and engineering design workflows. It's real momentum, but it's a different world from Figma/Penpot product design work — don't let the noise make you feel behind.

Autodesk is rolling its Assistant across Fusion and its design/manufacturing portfolio, and NVIDIA is pushing generative design for engineering teams exploring thousands of variants at once ([Autodesk News](https://adsknews.autodesk.com/en/news/design-manufacturing-autodesk-assistant), [NVIDIA Technical Blog](https://developer.nvidia.com/blog/transforming-product-design-workflows-in-manufacturing-with-generative-ai)). This is genuinely happening, but it's engineering/manufacturing generative design — parametric CAD variants, not UI/UX. If you're a junior product/UX designer on Figma and Penpot, this isn't your immediate world, and there's no evidence yet it's reshaping UK product design hiring. The honest coaching take: notice the momentum exists in adjacent fields, but don't chase every 'AI workflow' headline as if it applies to your job today.

Coach

Instead of chasing manufacturing AI news, spend 20 minutes this week testing one AI feature already inside Figma on a real screen you're working on, and write down what it actually saved you.

Source: adsknews.autodesk.com ·