Quote to dispatch on one workflow, confirmed from the floor.

What was going wrong

A dealer in Jaipur rings to ask about a dining set his customer ordered. The salesperson does not know. The office does not know. Somebody walks into the workshop, finds the supervisor, and the supervisor looks through a stack of paper job cards to work out whether the piece is in polish or still waiting for fabric. Then somebody rings the dealer back, and by then the answer is a guess.

The same paper moved the whole business. A quote was written by hand and photographed onto WhatsApp. An accepted quote became a job card that a peon carried to the workshop. Material shortages were discovered when a carpenter reached for something that was not there. Two workshops meant two stacks of paper and no way to see them together, so the owner’s only reliable picture of his own business came from walking through it.

None of this was a people problem. Everyone knew their job. The information about the job simply never left the piece of paper it was written on.

What we built

One workflow that carries an order from quote to dispatch. The salesperson raises the quote on a screen, and when the dealer accepts, the same record becomes the job: no retyping, no second number for the same order. Each stage in the workshop is confirmed on a phone by the person who finished it, which takes a few seconds and replaces the paper card entirely. Material needed for a job is listed when the job is raised rather than when a carpenter reaches for it.

The owner has a board. Every live order sits on it in its current stage, both workshops together, ordered by promised date. Anything that has sat in one stage too long stands out without anyone having to look for it. It opens on his phone, which is where he looks at it.

Dealers stopped being a separate job. The dealer update goes out from the same record, so a stage confirmed on the floor is a message the dealer has already received by the time they think to ask. Job cards print from the system for the people who still want paper in front of them, which several did, and that was a reasonable thing to want.

What the owner was left with

Every order visible at every stage, in both workshops, on one board. Job cards and dealer updates are generated rather than typed. The system runs in the company’s own accounts, and the supervisors who confirm stages were trained in their own workshop, one at a time, while we were still there.

The handover review named the two things it did not fix: material purchasing is still a separate conversation with suppliers, and the polish stage still depends on one person’s judgement of when a piece is ready. Both were left alone deliberately, and the note says why, and what we would look at first if the owner wants a second phase.

This was AI and automation work in its plainest form: most of it is a workflow with no model in it at all, because what repeats the same way every time does not need one.