Schema

Schema is an AI project workspace that helps contractors and architects turn commercial fit-out documents and city review comments into a clear, reviewable plan of action. Permit coordination is scattered across PDFs, drawing revisions, emails, and spreadsheets. A missed comment, unclear responsibility, or response tied to an outdated drawing can send a team through another review cycle. Schema brings the comment, responsible person, requested date, missing information, and supporting source into one saved project record. Meta Muse Spark 1.3 reads project context and proposes reviewer-comment intake, assignments, information requests, and response drafts. Each supported response links to exact passages in the registered document and page. People inspect the proposal, confirm the comment register, and review responses before using them. Replacing a drawing preserves its history and invalidates affected reviews, so an old approval cannot silently carry forward to new evidence. Exported handoffs retain every registered comment and unresolved responsibility. The broader brief-led workflow also develops an editable 2D/3D commercial concept, permit strategy, and reviewed handoff, with independent model critique and revision checkpoints. The deployed coordination workflow has been exercised with live Meta inference on a synthetic two-comment case; the release passed 248 automated tests. The demonstration is fictional. Schema supports project preparation and human decisions; it does not establish code compliance, provide professional sign-off, send city submissions or issue permits. Try Schema: https://schema-fitout.vercel.app/