W2E / INDUSTRIAL AI

Fewer stops. Better maintenance timing.

The W2E Smart Manufacturing Platform connects to the data a factory already has and turns it into fewer line stops and better-planned maintenance.

BOOK A DISCUSSION →HOW A PROJECT RUNS
W2E CORE // EDGE → CLOUDDATA FLOW
AIAnalyze · Predict · Act
DATACloud, on-premises or hybrid
EDGEModbus · OPC UA · MQTT
LAYER 0–1Presses, coiling & assembly machines, sensors
THE PLATFORM

See where downtime really comes from.

Which machines, which stop types, which shifts. Then fix them, measure the improvement, and predict what comes next.

Line monitoring & OEE

Line status, output and OEE in real time, in one view.

Short-stop & long-stop analysis

Root-cause views for frequent micro-stops and major breakdowns.

MTBF / MTTR improvement

Every improvement tracked and measured with your engineers.

Predictive maintenance

Anomaly detection and spare-part timing once enough history exists.

W2E CORE ON THE FACTORY FLOOR

Proven on energy storage. Built for your lines.

We proved the framework on energy storage systems for Japanese and US clients. The same five layers now run in manufacturing.

L1
Edge ConnectMODBUS TCP/RTU · OPC UA · MQTT
Reads press, coiling and assembly machines, or the plant edge server.
L2
Data PlatformTIME-SERIES · CLOUD / ON-PREM
One data model per line, hosted where the plant decides.
L3
MonitorDASHBOARDS · ALARMS
Line status, output and OEE in real time.
L4
AnalyzeKPIs · ROOT-CAUSE VIEWS
Short-stop and long-stop analysis, MTBF and MTTR.
L5
IntelligenceANOMALY DETECTION · PREDICTION
Predictive maintenance and spare-part timing.
Works beside your MESReads from existing systems and never writes back. Nothing in production control changes.
Your data, your hostingCloud, on-premises server, or develop in the cloud and run on-site.
Start from data you already haveExcel records and existing edge servers are enough for the first phase.
HOW A FACTORY PROJECT RUNS

Three steps, reviewed together at each gate.

1GATE 1

Understand the facts

Bring existing line data into one view. Find where downtime really comes from: which machines, which stop types, which shifts.

2GATE 2

Analyse and improve

Work on the main issues with your engineers. Track MTBF and MTTR so every improvement is measured.

3GATE 3

Predict

Once enough history exists, add predictive maintenance and spare-part timing, then roll out to more lines.

TRACK RECORD

Engineering trusted by Japanese manufacturers.

MANUFACTURING · VIETNAMJapanese electronic components makerLine downtime analysis and maintenance roadmap for an assembly line at its Hanoi plant.
[ CONTACT ]

Running a plant in Southeast Asia, or an R&D team in Japan?

Tell us about your lines or your equipment. A short call is enough to see whether the W2E Core fits. English / 日本語 / Tiếng Việt.

Quang Toai Le (William)
Quang Toai Le (William)CEO · DIRECTOR

Book a discussion

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