Small, bounded tools that create a useful artifact: a site pack, risk register, QA note, evidence card, margin diagnostic, or market snapshot.
Prototype lab
6 first-wave tests
Architecture firms
Small tools for testing built-environment AI workflows.
A workbench for turning research topics into prototypes you can try. Six concept demos make up the first wave, each with visible sources, named assumptions, missing information, and a human review step.
Each tool keeps claims bounded, sources visible, assumptions named, and professional review in the loop.
First wave
The six prototypes to test first.
These map most directly to the case-study pattern on the landing page: source-backed work, constrained action, and a reviewable output.
Market Pipeline Watch
A leadership-readable market snapshot that compares public demand signals with a firm's own pipeline, margin, and capacity.
Try concept →Site Pack App
Turn a sample site into constraints, terrain notes, planning flags, evidence, missing information, and concept-readiness.
Try concept →AI Governance Register
Log an intended AI use and turn it into a practical risk rating, review gate, and project register entry.
Try concept →Drawing QA Checker
Use sample drawing metadata and extracted notes to surface coordination risks and review prompts.
Try concept →Product Evidence Card
Package product data, source status, assumptions, substitutions, and review notes into a spec-ready evidence card.
Try concept →Project Margin Diagnostic
Trace where projects lose time and margin by stage, and what kind of fix each leak needs: automation, a template, a review step, or a process change.
Try concept →