Inbox to Quote · working demo

One message in. A job record and a reply out.

This page runs the same rules as the production engine, on your machine, with no internet connection, no account and no installation. Everything below the line marked proof is the page checking itself against the reference engine's own output.

1. The same enquiry, before and after

Before: the visitor has to work

After: the customer types one sentence

“water heater leaking all over basement need someone today 9145550163 rosa”

That is a real record from the demo set, word for word, including the missing punctuation and the number typed with no spaces. It is the whole input. Everything on the right of this page comes from text like that.

Synthetic demo message D-03. No real customer data is used anywhere in this demo.

2. Try it

or press Ctrl + Enter. Edit the text, paste your own, or type nonsense to see what it does with something it cannot read.

3. What lands in the office

Draft reply · written to the outbox as a draft, never sent from here

What a person still does

4. Proof: the page against the engine

running…

5. What this demo is, and what it is not

It is the real rule set. Same vocabulary, same weights, same order of checks as pipeline.py reading config.toml. The port is checked against the engine's output every time the page opens.
It is offline by design. No network calls, no fonts or scripts from anywhere else, no API key, no per-message cost. Optional language-model mode exists in the production engine and is not used on this page.
Nothing is sent or submitted. No reply leaves this page. In production the drafts wait in an outbox for a person to approve, and the audit reads two weeks of the own inbox exports, on your side.
It does not know your business. The demo client name is a placeholder and the service area list is a demo list. During onboarding those come from your own service-area page, which is why the config is a file and not code.
It measures nothing about reply times or lost work. This shows what the engine does with one message. Whether slow replies cost work is a question for your numbers, not for this page.