Directed AI workflows

Project Clerk

Main Level Remodel - Generic demo project data

Capture to Extract to Ask to Compare to Review to Commit

Practical remodel questions are buttons, not prompts.

Project Clerk turns receipts, bids, supplier notes, and payments into reviewable questions and comparison reports. The demo stays review-only until a homeowner commits a suggestion.

4open questions

1suggestions to review

Review AI InboxApprove, reject, or commit suggestions after review.Answer QuestionsResolve missing facts before suggestions become records.Compare Bids or PricesLine up bids, material options, supplier risks, and scope.Check a PaymentReview memo, waiver, and documentation before payment.Check Materials NeededCross-check a bid against rooms and likely materials.Find Local SuppliersBuild a call list and counter questions from known data.Summarize TodayTurn daily changes into a project record.

workflow rule

No silent AI updates

Project Clerk can create questions, warnings, comparison reports, and suggested updates. Official project records only change after homeowner approval.

demo mode

Seeded data and local answers

This build keeps the current public demo boundary. Question answers and dry-run reports are for product flow validation, not production persistence.