MES, light on cost.
Data that builds up, factory by factory.

Line data is collected without construction work and builds up for use with AI.

Request a consultation How installation works

Running on 100 lines today.

Three SeamStream floor devices — SeamStream floor devices

Light on cost to start
No server room, no cabling work, no new sewing machines to pay for. You start by putting the devices in place.
Data that builds up in each factory
To use AI, you first need factory numbers in one consistent format. From the day the devices go in, line data builds up daily in that format, separately for each factory.
Scale with your lines
Put a device on the workstation and that line's numbers start coming in. Setup takes 7 min 30 s per line. When the number of lines increases or decreases, add or remove devices.
Services to run a garment business
Approvals and attendance (SeamWork), buyer POs, material shipments, and export and import customs, on one platform.

What happens on the floor every day

The numbers in the morning meeting report are two days old.

Consolidating takes that long. Every supervisor uses a different format, someone else collects them, and at least once someone has to go back and ask. The lines keep running through those two days.

Your standard times are numbers measured years ago.

You quote with them, and you balance lines with them. When did you last remeasure them?

Color and size shortages show up just before packing.

The labor and time spent rebalancing the line at that point are not captured in any cost record. Next month, the cost sheet just says the order went well.

Put a device on the workstation and it starts counting

No cabling, no construction, no line stoppage. Operators keep doing the same job, pressing one button and scanning one QR code.

SeamStream devices on the workstations of a running sewing line

Item	SeamStream	What it means
Installation per line	7 min 30 s	Installation fits within a break
Cabling	None	Nothing touches your ceiling or floor
Line stoppage	None	Installed while your lines are running
New machines	Not needed	Keep the machines you already have

One record from order to shipment

With one source, the numbers match whether you look by brand or by color and size.

BrandSeasonStyleMaterialColorSize

For this buyer's order this season, where are the black size-L pieces right now, and how many are there?

The answer comes up in one view.

Floor data becomes your cost

Floor data is used to calculate cost, and that cost goes into the next quote.

From QC-passed outputFactory break-even

See how far each line and building is past break-even.

From materials and POsPre-cost and post-cost by style

Compare what you quoted against what you actually spent, style by style. Break it down into fabric, trim, and direct and indirect costs to see where the gap opened.

From a confirmed styleRaw material purchasing

Once a style is confirmed, material requirements are calculated and the purchase order is generated from them. When that material arrives, the cycle starts again.

Operating figures from running lines

100sewing lines running today

1,000+floor devices

56,000garments a day

10M+garments in 2026

Line count as of October 2026; other figures as of 31 August 2026. Operating figures from a large garment factory floor in Indonesia.

Just tell us your factory size

Give us your number of sewing lines, and we'll come prepared for a factory your size.

Fill in these four fields and our team will reach out. Privacy policy

MES, light on cost.Data that builds up, factory by factory.