Case study / Manufacturing / Worked example

From Paper Job Cards to Live OEE.

An auto-components machine shop in Ambattur Industrial Estate runs fourteen CNC and VMC machines over two shifts. Production is written on paper job cards, typed into Excel the next morning, and discussed after the shift is long over. This is how we would capture the same information at the machine, as it happens.

Business
CNC machine shop, 14 machines, 2 shifts
Runs on
Paper job cards, Excel, Tally
We add
Tablet job cards, live OEE board
Kept as is
Machines, Tally, shift routines
Shop floor board showing live OEE, good parts, rejects and stop reasons for six CNC and VMC machines
The shop floor board: each machine with its job card, status and OEE for the shift, and the reasons machines stopped. Illustrative screen with sample data.

About this case study. This is a worked example, built from the kind of operation we work in. The business described is a composite and is not a named client, the screens show sample data, and we quote no result figures we cannot source. The commitments at the foot of the page are the ones that hold on every engagement.

01 / The situation

Where the Business Is Today

The job card travels with the batch. The operator writes the start time, the quantity and the rejects. The supervisor collects the cards at the end of the shift, and a clerk types them into Excel the next morning.

By the time the owner sees that a machine stood idle for an hour waiting for material, the shift is over and the reason is someone's recollection. Rejects are counted at final inspection, a day after the tool wore out. A customer calls to ask where an order is, and the answer needs a walk to the floor.

The plant does not need new machines or a new ERP to fix this. It needs the job card filled in once, at the machine, in a form the whole plant can see.

02 / The build

What We Build

The exact scope is fixed after two to four days on site. For an operation like this one, it usually comes down to these parts.

01

Tablet job cards

A tablet at each machine shows the operator the job, the drawing and the quantity. Start, stop, good count and rejects are entered with a few taps, in English or Tamil.

02

A reason for every stop

When a machine stops, the operator picks the reason from a short list: waiting for material, tool change, setup, power, no operator.

03

Machine signals, where they pay

On machines where it is worth it, a simple signal from the controller records run and idle time automatically, so the operator only confirms the reason.

04

Live OEE board

A screen on the floor and on the owner's phone with each machine's status, output against plan and OEE for the shift.

05

Order tracking

Every job card is linked to its work order, so the office can see how far an order has progressed without calling the floor.

06

Shift report

The end-of-shift report writes itself from the entries, and goes to the owner and the production head.

How it fits together

  1. 01Operator and machine
  2. 02Tablet job card
  3. 03Plant database, on a server in the factory
  4. 04OEE board, order tracking and shift report
03 / The change

What Changes Day to Day

 TodayWith the system
Production numbersNext morning, from ExcelDuring the shift, on a screen
Why a machine stoppedAsked the next dayRecorded when it happens
RejectsCounted at final inspectionEntered at the machine, per job
Where is this order?A walk to the floorA search in the office
Shift reportTyped by a clerkProduced by the system
04 / The project

How the Project Runs

The same stages on every engagement. The full walk-through is on the How We Work page, and the wider service is described under Manufacturing software and factory AI.

What we commit to on every engagement
Discovery call30 min, free
Days on your floor before a proposal2–4
Scope, timeline and priceFixed
First working demo on your dataWeek 1
Typical time to productionWeeks 6–12
Existing systems replacedZero
05 / FAQ

Questions Owners Ask

Will our operators use a tablet?

The screens are built around the paper job card they already fill in, with large buttons and Tamil labels where needed. During the on-site days we watch how the card is used today, so the tablet asks for less than the paper did.

Do we need to connect every machine?

No. Tablet entry alone gives live output, rejects and stop reasons. Machine signals are added only where automatic run and idle time is worth the wiring.

Does the data leave the factory?

It does not have to. The system can run on a server inside the plant and work on the factory network without an internet connection.

06 / More

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