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Industrial Intelligence Platform

Your Machines Know Everything.
But Can You Hear Them?

Every machine generates thousands of data points daily. DigiWin AIoT captures, analyzes, and transforms this data into competitive advantage.

50+
Protocols Supported
1M+
Data Points/Day
< 1s
Real-Time Response
Live Sensor Data Live
78.4°C
Temperature
2.4 mm/s
Vibration
47.2 kW
Power Draw
1,847
RPM
CNC-M01 Running
CNC-M02 Idle
CNC-M03 Running

What is AIoT (Artificial Intelligence + Internet of Things)?

AIoT is technology that connects factory machines and sensors to collect real-time production data, then applies AI analytics to predict maintenance needs and optimize efficiency. It turns raw machine signals into actionable intelligence — letting you prevent breakdowns before they happen instead of reacting after the fact.

DigiWin AIoT is an industrial IoT platform that connects any machine, any protocol, to a unified data layer. Supporting 50+ industrial protocols — including OPC-UA, Modbus, MQTT, Fanuc, Siemens, and Mitsubishi — it captures over 1 million data points per day from CNC machines, PLCs, sensors, and energy meters. The platform enables real-time OEE monitoring, predictive maintenance, energy management, and environmental tracking, delivering an average 15% OEE improvement and 40% reduction in unplanned downtime for Thai factories.

Most Factories Are Flying Blind

Your machines talk. But without the right ears, you're missing critical intelligence.

Silent Machines

Machines run without reporting. Problems only surface after breakdowns.

Reactive Maintenance

Fix it when it breaks. Unplanned downtime costs 10x more than scheduled maintenance.

Manual OEE

Staff tracking production on clipboards. Data is late, inaccurate, or simply not collected.

Hidden Energy Waste

No visibility into which machines consume what. Energy costs spike unexplained.

How DigiWin AIoT Works

From machine signal to actionable intelligence in real-time

1

Connect

Edge devices collect data from any machine, any brand, any age

PLCs CNCs Sensors Meters
2

Translate

Universal protocol support turns signals into standardized data

OPC-UA Modbus MQTT MT Connect
3

Analyze

AI models detect patterns, predict failures, optimize performance

OEE Anomaly Trends Alerts
4

Act

Dashboards, alerts, and integrations drive immediate action

ERP MES Mobile Andon

Smart Factory Capabilities

Complete visibility from machine signal to business insight

Universal Machine Connectivity

Connect any machine, any protocol, any age. Our edge devices speak every language your factory uses.

PLC integration
CNC/SMT machines
Sensor networks
Legacy equipment

Real-Time OEE

Automatic OEE calculation from machine signals. See availability, performance, and quality without manual input.

Auto downtime tracking
Cycle time analysis
Quality correlation
Shift comparisons

Predictive Maintenance

AI models learn your machine behavior and predict failures before they happen. Fix it before it breaks.

Vibration analysis
Temperature trending
Anomaly detection
Auto work orders

Energy Management

Monitor consumption by machine, line, and product. Identify waste, optimize costs, meet sustainability targets.

Real-time monitoring
Cost per unit
Peak demand alerts
Carbon footprint

Measured Impact

What our customers achieve with AIoT implementation

+15%
OEE Improvement
-40%
Unplanned Downtime
-12%
Energy Costs
100%
Data Accuracy

Supported Protocols & Equipment

OPC-UA
Modbus TCP/RTU
MQTT
MT Connect
PROFINET
EtherNet/IP
Siemens S7
Mitsubishi MELSEC
FANUC FOCAS
Allen-Bradley
Omron FINS
BACnet

The Intelligence Layer

AIoT connects your machines to your business systems

ERP
T100 / iGP
MES
MES / SFT
AIoT
Machine Layer
WMS
sFLS

Machine data flows from sensors to dashboards in real time. AIoT feeds OEE to MES, triggers maintenance in ERP, and validates inventory in WMS. One connected factory. Zero blind spots.

Frequently Asked Questions

What is Industrial AIoT?+

Industrial AIoT (Artificial Intelligence of Things) combines IoT sensor connectivity with AI-driven analytics for manufacturing. It connects factory machines, PLCs, and sensors to a unified data platform that monitors equipment health, calculates OEE automatically, predicts failures before they happen, and optimizes energy consumption — turning raw machine data into actionable intelligence.

What machines and protocols does DigiWin AIoT support?+

DigiWin AIoT supports 50+ industrial protocols including OPC-UA, Modbus TCP/RTU, MQTT, MT Connect, PROFINET, EtherNet/IP, Siemens S7, Mitsubishi MELSEC, FANUC FOCAS, Allen-Bradley, Omron FINS, and BACnet. It connects to CNC machines, injection molding machines, PLCs, robots, energy meters, and environmental sensors from any brand and any age.

Do I need to replace my existing machines to use AIoT?+

No. DigiWin AIoT retrofits onto existing equipment regardless of age or brand. Edge devices connect to machine control interfaces (PLCs, CNCs) or add external sensors (vibration, temperature, power) to machines without digital outputs. Even 20-year-old equipment can be connected without any modification to the machine itself.

How does AIoT connect to ERP and MES?+

DigiWin AIoT is built on the same platform as DigiWin ERP and MES, sharing one database. Machine data flows automatically from sensors through AIoT into MES for OEE calculations and into ERP for maintenance work orders and production costing. No middleware, no manual data entry, no integration projects required.

What ROI can I expect from factory AIoT?+

DigiWin AIoT customers typically achieve a 15% OEE improvement, 40% reduction in unplanned downtime, and 12% energy cost savings. Most factories see payback within 6–12 months. The immediate wins come from eliminating manual data collection and making machine status visible in real time.

Start Listening to Your Machines

See what your factory floor is really doing