Home · Industrial AI
Industrial AI

The systems an industrial desk runs on

A separate line of work. We build and run the estimating, sales and shop floor systems behind our own fabrication programs, and we set the same systems up for fabricators, suppliers and distributors on their own servers.

What we build

Five things that take the manual work out of a desk

RFQ intakeInbound enquiries read, drawings sorted, scope summarised and filed to the job before anyone opens the mail
Take off and estimatingEvery sheet of a bid package read, spools and components counted and weighed, priced against your own past quotes and costs
Pipeline and follow upEvery enquiry on one board, tied to its mail thread, with open offers and quiet accounts chased on schedule
Shop floorFit up, welding and final check recorded by piece and by weight, from the shop's own workbooks
ReportingPipeline, deadlines and progress in one daily brief instead of four spreadsheets
In use

Running systems, not screenshots of a demo

Three views from a working installation. Customer names and commercial figures are masked.

Bid package take off with spools counted, weighed and typed against the piping class
Take off from a bid packageA 69 page drawing set read sheet by sheet. Every spool typed, counted and weighed against the piping class, with the conflicts raised before pricing.
Sales pipeline board tied to the mail threads
PipelineEvery enquiry on one board, updated from the mailbox rather than by hand, with first reply time on each card.
Shop floor progress tracker by piece and by weight
Shop floorProgress by piece and by kilogram, fit up through final check, read from the shop's own workbooks.
AI agent

Your own operations agent: server, model, messaging

A private agent that lives on your server, reads your systems, and works with your team in the chat app they already use.

01Private server

Your cloud account and your data. Read only links to the mailbox, file server, ERP or MES. Scheduled jobs, backups and a watchdog.

02Model with tools

Reads drawings, enquiries and spreadsheets. Takes off bills of material, drafts proposals, remembers your rules and decisions.

03In your chat app

Telegram, WhatsApp or Teams. It answers what came in overnight and drafts the clarification list for you to send.

04Human approval

Nothing goes to a client without a person releasing it. Separate brains per company, no data mixing.

How a setup runs

From one bid package to a working desk

01 · Trial

Send one bid package. We return the take off and the clarification list, so you can judge the work before committing to anything.

02 · Your data

Past quotes, cost history and the mailbox connected, read only, on your own server.

03 · One desk first

Estimating or sales, whichever is costing you most. Running in weeks, not a programme.

04 · Then the rest

Shop floor, reporting and the agent added once the first desk is relied on.

Send us one bid package

We return the take off and a clarification list, so you can judge the work. No system access needed to start.