AI for factories and automation.
You sell the machine, then it goes quiet. It runs three shifts in a plant you may never visit, and it already knows when it is struggling. We bring that signal home.
What we build
Six ways AI pays for itself on the floor.
Ranked by what each one earns, not by how clever it is.
Machines that report their own health
A small box on the machine's control panel reads what the controller already knows: run hours, faults, motor load. Thudippu watches the pattern and warns before a breakdown.
Yearly service contracts on machines already sold.
A camera that checks every piece
A camera and Vizhi look at every part at line speed and pull out the bad one. Thickness, joints, surface defects. It does not get tired at the end of a shift.
Fewer rejections and credit notes.
Proof of power saving
A clip-on meter reads the main motor for a week before and a week after. One page, the factory's own numbers, its own tariff, its own payback.
Turns a brochure claim into evidence.
Reordering on WhatsApp
The customer picks the machine, the size and the grade and gets a price in two minutes, in their own language. You get an order log, not a mailbox.
Holds repeat orders on convenience, not price.
Answers for the technician
Manuals, wiring drawings and spare lists behind one chat. Photograph a broken part and get its number. Ask in Tamil, Hindi or English, by voice.
One senior engineer's knowledge on every floor.
Digital twin of a line
We map a system from its drawings and controller signals, then simulate it. We did this for a bobbin transport system: 8 trains, 9 rail switches, 1,600 bobbin positions.
Find the bottleneck before you touch the floor.
How it connects
Everything runs on a box inside the factory.
Production data never goes to a public cloud. That is usually the reason a factory agrees at all.
- Machine controllerRun hours, faults, load
- Line cameraEvery piece
- Clip-on meterMain motor power
- Box in the factoryThudippu · Vizhi
- Reject gateBad piece pulled
- Service screenEvery machine's health
- Energy reportBefore and after
- Technician's phoneAlert + right spare
From the floor
A bearing, caught nine days early.
On a test machine, motor load crept up by a few percent over nine days. Output looked normal, and nobody on the floor noticed.
Thudippu had learnt that machine's normal rhythm. It raised a bearing-wear warning with the likely part. The technician arrived with the right spare in his bag, and the change took one planned shift instead of an unplanned breakdown.
Start small
One plant. Ninety days. Then decide.
Nothing changes on the floor. We only read what the machines already say.
Fit and listen
Two machines, one line, a friendly plant. We read the controllers.
Screen and alert
A live view for you and the plant. First warnings tested against real breakdowns.
The number
A report the plant signs off. Then one decision, with evidence in hand.
What we connect to
We start with what you already have.
Have a machine that goes quiet after it ships?
Tell us what it is and where it runs. We will suggest the first move worth testing.