Agents and tools
Architectural Visuals via Bespoke Stack
A bespoke pipeline that takes a Revit model via MCP, generates a written brief using Claude, then produces photorealistic CGI via fal.ai FLUX. Director-approved output without a dedicated visualiser in the loop.
Enscape produces good real-time renders but needs a fully dressed model and a skilled operator to get shots that work for a client or leasing team. It is also slow to iterate: change a fixture, re-render, wait.
This pipeline replaces that step. Claude reads the Revit model via MCP, extracts the spatial and material information, and writes a detailed visual brief. That brief goes directly into fal.ai's FLUX model to produce photorealistic CGI.
The outputs shown here ran through director review and were approved for client use. The comparison page in the summary shows the Revit model state alongside the Claude CGI output. The gap is significant, and the round-trip time was a fraction of the conventional route.