Protocols and devices are complex
Equipment varies widely by age, vendor and communication protocol, so integration is customized each time and never standardizes.
Industry solution · Industrial Data & Operations Monitoring
Connecting devices to platforms,
revealing true operating status
For complex equipment, heterogeneous protocols and real-time production environments, delivering data acquisition, edge processing, condition monitoring and platform integration as a stable base for business applications.
Scenario ArchitectureIndustry solution
Managed objectsDevices & PLCSCADA systemsVideo & sensors
Solution coreOperational dataProtocol adaptationEdge processingCondition monitoring
Business resultsVisible equipmentQueryable anomaliesServiceable data
Typical challenges
The equipment keeps running,
yet the data never becomes a capability.
For industrial and energy companies connecting varied equipment, consolidating SCADA data, or building a production monitoring platform.
No global view of status
Data sits inside field systems, making analysis across devices, lines or areas very difficult.
Applications struggle to get data
Without consistent formats, time series and interfaces, every business system has to integrate from scratch.
Solution architecture
From business objects to underlying data,
a complete operating chain.
Real projects combine these layers according to existing systems, data conditions and delivery boundaries — replacing your current platform in one step is never required.
Device and protocol layer
Connects PLCs, instruments, sensors, SCADA, video and other field data sources.
Edge computing layer
Handles protocol conversion, data cleansing, local computation, buffering and secure transmission.
Monitoring platform layer
Unifies device models, real-time status, alarms, historical trends and operational logs.
Application service layer
Standard interfaces supporting operations management, analytics, mobile applications and AI scenarios.
Key capabilities
Built around the core business chain,
as composable solution capabilities.
Functionality, data, interfaces and processes are designed around the target scenario and connect to your existing technical environment.
Protocol and device connectivity
Communication protocols, device models and sampling rates adapted to the site environment.
Real-time data processing
Handles data quality, time series, computation, buffering and resumption after interruption.
Condition and alarm monitoring
One place to view real-time status, trends, alarms, events and operational logs.
Platform interface services
Standardized real-time and historical data services for business systems and analytics applications.
Management outcomes
More than delivering a system —
improving how work actually runs.
Outcome metrics are defined further against your business goals; this page shows the management changes the solution typically aims for.
A complete equipment picture
Devices, status and data relationships form a unified model, closing information blind spots.
Greater operational transparency
Key states, anomalies and trends are monitored and tracked continuously.
Less repeated integration
Protocol adaptation and data services are reused across multiple applications.
Room to extend
A reliable data foundation for predictive analytics, remote maintenance and intelligent applications.
Project consultation
Clarify the business problem first,
then decide how the system should be built.
Tell us the business problem to solve, your existing systems and the outcome you expect — we usually reply within 1 business day.