Marius.
The AI that quotes with you, not for you.
Marius is not a help-desk chatbot: it is an estimating assistant. You describe the job in plain language, it finds the matching items in your own library, inserts them with the right dimensions and coefficients, proposes a price — and hands control back for a line-by-line review.
The Marius panel from MetalSales, exactly as it is in the product: the conversation on the left, the quote building itself on the right, and the confirmation request before anything touches the document.
What Marius can do.
Quoting in conversation
Sections, items, options, deposit: the conversation on one side, the quote building on the other. The table view stays one click away, on the same quote.
Text, voice, photo
Dictation as you go, or hands-free on a site visit. Photo, PDF drawing, DXF, spreadsheet, a rival’s quote: it reads the attachment and pulls the lines out of it.
Your own history
Semantic search across the catalogue, clients, sites and invoices. It looks through what you have already priced, not the web.
Guardrails
The AI issues no invoice and no credit note, every sensitive action waits for your confirmation, each company is walled off. Prices go through your own pricing engine.
Price a real quote with Marius.
Bring a recent job. We rebuild it in front of you, in conversation, and you compare.