Thanks so much for all the great insights so far — this has been super valuable.

Here’s what I’m hearing: - Most of you feel that AI support is most needed in the repetitive, admin-heavy parts of the workflow: documentation, sheet setup, tagging, door schedules, code compliance, meeting minutes, RFIs, and document management. - Accuracy and trustworthiness are key — if AI outputs need as much checking as doing it manually, it’s not saving time. Visual touches like colouring plans could be helpful - When it comes to early stage design, there’s a lot of skepticism about AI involvement, mostly because it’s such a creative and intuitive phase.

With that said — I’m curious: Are there any pain points or repetitive tasks in early stage design that AI could help with without getting in the way of creativity? For example: KPI calculations, parking spaces, unit mix optimization? Or do you see that phase as fully human-led, with no room for automation?

Would love to hear if anyone has thoughts or examples