Lead research agent
Each new enquiry is researched on the public web, then GPT-5 mini writes a short profile citing the pages it read.
Every residence, from first lead to aftercare.
Architecture intelligence for a California practice designing Modernist residences. One portal runs every step of a commission, from the first enquiry to drawings, approvals, invoices and aftercare.

A residential commission runs for years and involves dozens of decisions. The studio wanted clients to see exactly where their home stands, and wanted the team to stop chasing approvals by email.
An invite-only portal with two-factor sign-in. Projects move through Onboarding, Active, Handover, Closed and Aftercare, across up to 16 stages. Clients approve decisions, follow meetings and actions, and pay invoices. The studio runs it all from an admin with a leads CRM, a schedule against the agreed dates and follow-up reminders.
An intelligence layer at every step of the studio's work, from the first enquiry to the final invoice. Each card says what runs it. The steps still being built are marked In development.
Each new enquiry is researched on the public web, then GPT-5 mini writes a short profile citing the pages it read.
Capped at 25 lookups a day, with a Research again button when the team wants a fresh pass.
The studio's prompt library for plans, sections, elevations, axonometrics and material boards is written. It will be wired into the portal to turn drawings into 3D visuals the client reviews and approves.
Every stage is compared with the date agreed with the owners. Drift shows in days or weeks, and stages added later are flagged.
Will track each permit with the building department and check that the approvals and inspections a stage needs are in place before it moves on.
Each decision, meeting, action and invoice emails the right people as it happens, sent once per change. A daily job reminds the team of follow-ups due.
Totals and tax are calculated per line, partial payments update the balance, sent invoices are locked and every change is written to the audit log.
Will take card and ACH payments online, export to QuickBooks or Xero, and match every payment to its invoice automatically.
Project films were produced with Google Veo, offline and reviewed before use.
Enquiries tracked in the admin, researched by an AI agent, with a daily follow-up reminder.
Onboarding → Active → Handover → Closed → Aftercare, across up to 16 stages.
Every stage against the date agreed with the owners, with drift in days or weeks.
Clients review and approve design decisions with a full record.
Every meeting, its notes and the actions that came out of it.
Studio notes on each project, and an email on every decision, meeting, action and invoice.
Invoices with tax and partial payments, their status and balance visible to the client.
Invite-only access, two-factor sign-in, hashed invites and an append-only audit log.
Screens show demo data. The live portal is private to the studio and its clients.












Know what it will cost and what it will return before you build it.