Help architecture teams turn uploaded project materials into a material carbon comparison brief with traceable assumptions, constraints, and next-step recommendations.

The actual workflow — connected nodes you can run to preview each step.
Professional capabilities powered by AI.
A user needs a material carbon comparison brief from architectural project materials.
Uploaded drawings, images, notes, or briefs must be converted into structured review output.
The team needs traceable constraints, decisions, and human-confirmation items before moving forward.
Workflow for architect or sustainability consultants to create a material carbon decision support brief from Material options, Quantity assumptions, Carbon factor references. Outputs are decision support for early review only and require validation by qualified professionals using authoritative project data.
comparing material choices before specification or client approval
preserve project constraints and confirmed design intent keep geometry, camera relationships, and material zones traceable mark uncertain information as requiring human confirmation
Help architecture teams turn uploaded project materials into a material carbon comparison brief with traceable assumptions, constraints…