AI and automation in AEC have moved past the hype cycle. The teams that are winning are the ones building production pipelines, not pilots. This category covers what actually works: bespoke Revit add-ins that survive Autodesk version upgrades, pyRevit toolbars that ship in days, and C# plugins that scale to hundreds of daily users. It covers AI compliance agents that parse regulations and validate models continuously, and retrieval augmented generation systems where specialist agents answer project-specific questions grounded in the project's own data. We have published in-depth pieces drawing on our own healthcare Public Private Partnership work in Victoria: the unified data ecosystem connecting Revit, dRofus, state briefs, and equipment lists into one source of truth, and the automated Revit audit framework that periodically validates more than 25 complex hospital models against a master baseline. Alongside the project case work, we cover the choices that matter: when Dynamo is the right tool, when pyRevit is, when C# is, and how to build a graduated automation strategy that scales from quick wins to enterprise tooling. If your team is trying to turn AI and automation from slideware into delivered capability, this is the category to start with.
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