IoT × AI · Garment Manufacturing

Every line, every second,
on one screen

From raw material to finished garment — 2,800+ IoT devices stream the factory floor in real time. Zero-install. 7.5 minutes of setup per line.

2,800+
IoT Devices
99.9%
Data Accuracy
2,200,000+
Garments / Month
SeamStream platform dashboard

Four Modules. One Flow.

Raw material in, finished garment out. Every data point connected — no manual entry, no gaps, no blind spots.

01

SeamSource

Sourcing · PO Parse

Upload a buyer PO — fabrics, trims, quantities, and delivery dates are extracted instantly. Zero manual entry.

02

SeamStock

WMS · Vision AI

Photograph or upload a packing list. Vision AI reads every line and registers it to the warehouse in real time.

03

SeamCut

Cutting · Loss Tracking

Fabric input, pattern layout, bundle QR, loss-rate tracking — every cutting-floor number in one view.

04

SeamLine

MES · IoT

Per-second production data per line. Bottleneck detection, QC image sharing, real-time Telegram alerts.

Three engines. One platform.

AI document parsing, cost intelligence, and offline sync — all working together inside SeamStream.

Live

Seam Docs

Document AI

Upload a buyer PO, packing list, or shipping document — AI reads and extracts every line, connecting directly into SeamStream. No manual entry. Supports 3 languages.

Live

Seam Analytics

Factory Intelligence

Automatically compares planned vs. actual cost per style. Generates financial reports by buyer, season, and item — so factory managers see the real numbers, not approximations.

Live

Seam Sync

Offline-first

Field input continues even when the internet drops. Data syncs automatically once reconnected — duplicate submissions blocked at the engine level.

Built for the gap nobody filled.

IoT hardware and full-stack software at the price point real factories can afford.

Competitor A
IoT HW + MES
Competitor B
Global SW Platform
SeamStream
Full-stack IoT
Initial CapEx
$200K – $400K
$50K – $400K
~$40K
3-Year TCO
$500K+
$200K – $300K
~$166K
Deployment
3 – 6 months
2 – 4 months
1 – 2 weeks
Production Downtime
Required
Required
Zero-Install
1/3
3-Year Total Cost of Ownership
~$166K vs $500K+ (Competitor A)
10×
Faster Deployment
1–2 weeks vs 3–6 months
0
Production Downtime
Zero-Install — lines never stop during setup

Bonded-Zone Compliance.
Auto-filed.

Customs reporting that once took a full workday — generated in one click, direct from SeamStream production data.

7

Reports. One button.

A 26,845-row process report — impossible by hand — generated automatically every 10 days from live production records.

0

BOM estimates used.

Every consumption figure comes from actual SeamStream work-order inputs, not planned quantities. Audit-safe by design.

6

BC declaration types auto-filled.

Import, export, and inter-factory transfer documents completed and exported to PDF — no manual data entry.

+

Indonesia today. Your market next.

Built for Indonesian Bonded Zone (Kawasan Berikat) regulations. Available for other jurisdictions on request.

One building. Two weeks.
Data flowing

Start a conversation. We'll walk your floor together.