The Lab
Notes on AI + AEC, BIM systems, automation workflows, and the operational thinking behind computational design.
Drawing QC used to follow a clear rubric. We built a system-based approach using AI vision and Autodesk Construction Cloud to make it trackable, repeatable, and measurable.
Why AI in AEC is not push-button, and how layered systems turn operational friction into structured knowledge.
A reusable workflow pattern that assembles a clean BIM Execution Plan from structured inputs and distributes it automatically by email.
How I am building a structured AI workflow to review large volumes of project documentation for sustainability consistency — without losing governance or traceability.
A build-in-public series on creating a lightweight BIM operations portal — the architecture, the friction, and the patterns that work.