Shipped, in version numbers.

Customers answer what they can count — how many steps go up to the door, and the height of one if they have a tape measure — and get a real price built from the business's own supplies, labor and markup. A measured step is one price; an unmeasured one is an honest range. A photo is read for the step count only, by the cheapest capable model, once, inside a daily budget; code does every number.

Formal quotes by private link: the customer reads the quote and accepts or declines it online before the date it expires. Staff edit the lead with its photo, see the cost and margin beside every price, and turn an accepted quote into an invoice in one click.

The feedback button on these pages now files onto a board of your own — private to your browser session, never in our inbox. On the homepage the board sits in a window right under the demo: your ticket lands there the moment you send, and you can drag it, open it and answer it as the team without leaving the page.

A report about a modal shows the modal: every open layer — dialog, AI chat, toast, popover, fixed header — captured where it was, and the widget works while your modal stays open. Failed network requests ride along with the report.

The public tool can't set its own price; the saved estimate is exactly the range the customer was shown; one estimate becomes one invoice.

Line items after creation, atomic and idempotent payments, reversals instead of edits, and a status every invoice moves through in order.

SMS opt-out compliance built in; a queue that retries within limits and can't jam; reminders withdrawn when their booking is cancelled.

Bookings validated against working hours; closed tickets and empty threads fixed; long chats trimmed to fit the model.

Embeddings + reciprocal-rank fusion — retrieval by meaning, not just keyword (degrades to keyword when no embeddings key is set).

A safety/eval loop: golden questions scored against the assistant so a personality edit can't quietly break an answer.

Retention sweep and self-service data erasure.

Write actions the assistant can take only on a human's confirm — never on its own.

Knowledge retrieval: the assistant answers from your own docs, not just its tools.

The editable brain (personality as versioned rows) and the answering engine — chat over a permission-checked tool registry, metered per request.

Instant estimates from a photo or a measurement, priced by a real engine against a live catalog.

Drive-time-aware booking — slots scored to keep a crew's route tight.

Estimate → invoice → paid, opened by the customer through a private link.

Confirmations and reminders that send themselves, with a delivery log.

Answer-engine citation tracking — is the brand actually named in AI answers.

Bug reports with the screenshot, click trail and console errors attached, on a real triage board with a two-way reply loop.

The site audits itself the way a crawler arrives — search and answer-engine halves, with evidence.

The connective tissue: an in-app inbox, file uploads, and templated mail.