Industrial Edge AI

The plant stays intelligent, even when the cloud is gone.

NeLeSo moves AI, data integration and operating logic directly to industrial sites. Machines, sensors, meters, controllers and energy systems are understood locally and turned into actionable decisions.

PLC
OPC UA · MQTT
Sensors
Vibration · temperature
Industrial Edge AI Gateway · AI · operating logic
Energy
Meters · PV · peaks
Cloud
Reporting · training · fleet
01

Brownfield-ready

Industrial Edge AI starts with existing assets: PLCs, OPC UA, MQTT, databases, exports, meters and machine logs.

02

Local decisions

Critical logic runs on site. The cloud remains important for training, monitoring and reporting, but operations are not blocked by it.

03

From signal to action

The goal is not another dashboard. The goal is causes, priorities and next steps for maintenance and operations.

Modules

Six entry points for productive Industrial AI.

Each module can start as a small proof of value and later grow into a stable edge operation.

SensorTrendMaintenance

Predictive Maintenance

Detect recurring machine patterns before they become unplanned downtime.

Explore
AlarmContextCause

Plant Copilot

Turn alarms, logs and operator events into a clear incident record.

Explore
LoadPlanPeak

Energy Optimization

Balance peak loads, production priorities, PV, batteries and grid limits locally.

Explore
PLCEdgeAPI

Brownfield Data Gateway

Normalize, buffer and expose existing OT data sources for AI workflows.

NormalDriftAlert

OT Anomaly Detection

Detect unusual commands, process patterns and configuration changes locally.

ModelDriftUpdate

Model Operations

Monitor, version and release models with clear operational controls.

Capture Condense Explain Decide Sync

Pilot-ready

A solid proof of value in 4 to 6 weeks.

We select one asset, one data stream and one measurable operating problem. The result is an edge use case with a clear data basis, architecture decision and implementation path.

  • OT/IT data check and integration path
  • Initial local inference or rule logic on the edge
  • Assessment of value, effort, risk and scaling
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