SINGAPORE · VIETNAM // SERVING JAPAN, USA & ASIA PACIFIC

One engineering core, from the battery rack to the factory line.

W2E builds edge-to-cloud data and AI systems for industrial equipment. We proved the framework on energy storage for Japanese and US clients. Today the same core helps factories cut line downtime and plan maintenance.

INDUSTRIAL AI FOR FACTORIES →SEE THE W2E CORE
W2E CORE // EDGE → CLOUDBATTERY RACK ⇄ FACTORY LINE
AIAnalyze · Predict · Act
DATACloud, on-premises or hybrid
EDGEModbus · OPC UA · MQTT
LAYER 0–1Machines, PCS, BMS, sensors
TRUSTED BY 15 CLIENTS
& COLLABORATORS
PanasonicDelta ElectronicsSingapore University of Technology and DesignSingapore Institute of TechnologyUniversity of Da Nang
OCPP 1.6JOCPP 2.0.1OPENADR 2.0 / 3.0IEEE 2030.5OCPIOICPMODBUSMQTT 5.0WEBSOCKETSWI-FI MESHDMXV2G · V2H · V2BVPPBESSOPC UAINDUSTRIAL AIIIOT
BUSINESS SEGMENTS

Two markets. One technology base.

A Singapore-led team with a Vietnam delivery centre, working as an extension of our clients’ R&D and IT teams.

01 · SINCE FOUNDING

Energy & Storage Systems

Software and engineering for battery energy storage (BESS), power conversion (PCS) and smart energy systems.

▸PCS and BMS feature development▸PCS / BMS emulators for testing without hardware▸Remote monitoring and EMS dashboards
EXPLORE →
02 · INDUSTRIAL AI

Industrial AI & Smart Manufacturing

The W2E Smart Manufacturing Platform turns the data a factory already has into fewer stops and better maintenance timing.

▸Line monitoring and OEE▸Short-stop and long-stop analysis▸MTBF / MTTR improvement, predictive maintenance
EXPLORE →
03 · ACROSS BOTH

Engineering Services

Senior engineering capacity that plugs into your team, across energy and manufacturing.

▸Embedded, edge and cloud software▸Data engineering and AI model development▸Support for overseas plants in Southeast Asia
EXPLORE →
BASELINE TECHNOLOGY

The W2E Core framework

A battery rack and a press line look different, but the problem is the same: read equipment data reliably at the edge, keep it safe, and turn it into decisions.

5 LAYERS · SHARED BY BOTH SEGMENTS
L5
IntelligenceANOMALY DETECTION · PREDICTION
Early warning on cell and converter behaviour.Predictive maintenance and spare-part timing.
L4
AnalyzeKPIs · ROOT-CAUSE VIEWS
Battery health trends and fault patterns.Short-stop and long-stop analysis, MTBF and MTTR.
L3
MonitorDASHBOARDS · ALARMS
Live state of charge, power flow and fault status.Line status, output and OEE in real time.
L2
Data PlatformTIME-SERIES · CLOUD / ON-PREM
Stores fleet history securely for many sites.One data model per line, hosted where the plant decides.
L1
Edge ConnectMODBUS TCP/RTU · OPC UA · MQTT
Reads PCS, BMS and meter data on industrial PCs at site.Reads press, coiling and assembly machines, or the plant edge server.
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.
TRACK RECORD

Engineering proven on real grids, fleets and factory floors.

ALL CASE STUDIES →
// NOTABLE DEPLOYMENTSLandmark projects
FOUNDING TEAMW2E
2013
INDONESIABTS
2015
INDONESIAAEON Mall
2016
SINGAPOREEMA · NTU
2017
NEW ZEALANDPNZ
OFFICIALLY FOUNDED2018
JAPANPanasonic
2019
SINGAPORESUTD
2019
INDONESIAJatibarang
2023
USAPGE
2024
SINGAPOREPanasonic
2025
THAILANDESSCO
2026
JAPANDEJ
Electric fleet charging depot
FEATURED · EV · USA / SINGAPORE

EV Aggregator & Management System

One platform for utility operators to monitor and control EV fleets, chargers, battery storage and solar from a single control room.

PanasonicREAD CASE →
TESTIMONIALS

What our collaborators say

“Working with W2E on our smart lighting system has been a great journey. The system offers unparalleled control, efficiency and user experience. Their team was highly professional, responsive and dedicated to our specific needs.

Panasonic
Tsuji KojiDirector, Electric Works Company

“Over the past five years, W2E has been an invaluable partner in developing our eFleet Aggregator platform. The team worked seamlessly with our engineers, consistently delivering innovative solutions that exceeded our expectations.

Panasonic
William WongGeneral Manager, Panasonic R&D Center Singapore

“A talented team of young professionals on our smart EV charging research. Their enthusiasm, problem-solving and adaptability ensured accuracy and relevance in our findings.

University of Da Nang
Prof. DSc. Bui Van GaGeneral Editor, Journal of Science & Technology – UDN
OUR CLIENTS WERE
FEATURED IN
Japan Exchange GroupNasdaqForbesBloombergBusiness InsiderFinancial Times
[ 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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