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KOPENS

Industrial AI DataOps for the Autonomous Factory

Building the Data Foundation for Industrial AI.

KOPENS builds industrial AI and DataOps technologies that connect machines, industrial data, real-time intelligence, and AI.

Our mission is to transform raw OT data into AI-ready industrial data and enable the next generation of autonomous manufacturing.

🏭 PlantPulse

PlantPulse is our Industrial AI DataOps Platform for manufacturing, energy, shipbuilding, heavy industry, and other industrial environments.

It provides an end-to-end architecture from the edge to AI:

Machines / PLC / Sensors
          β”‚
          β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   PlantPulse Edge   β”‚
β”‚ IIoT Β· OT Β· Gateway β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
           β”‚
           β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ PlantPulse Platform β”‚
β”‚ DataOps Β· Streaming β”‚
β”‚ Time Series Β· Lake  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
           β”‚
           β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚    PlantPulse AI    β”‚
β”‚ RAG Β· Agents Β· ML   β”‚
β”‚ Industrial Models   β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
           β”‚
           β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  PlantPulse Studio  β”‚
β”‚ Apps Β· Visualizationβ”‚
β”‚ Industrial UX       β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ€– Industrial AI

We are building and fine-tuning AI models for industrial environments, including:

  • Industrial Language Models
  • Embedding Models
  • Reranker Models
  • Time-Series Foundation Models
  • Anomaly Detection
  • Predictive Maintenance
  • Equipment Diagnostics
  • Industrial RAG
  • AI Agents for Factory Operations

Our models are designed to understand the language and data of the factory:

Assets Β· Tags Β· Alarms Β· Events Β· Maintenance Β· Process Β· Quality Β· Energy Β· Production

⚑ Industrial Data Infrastructure

PlantPulse connects industrial systems and protocols including:

OPC UA Β· Modbus Β· EtherNet/IP Β· PROFINET Β· Siemens S7 Β· Mitsubishi MC/SLMP Β· Omron FINS Β· MQTT Β· Sparkplug B Β· MTConnect Β· Fanuc FOCAS Β· BACnet Β· IEC 60870-5-104

Our data infrastructure is built with technologies such as:

Apache Kafka Β· Apache Flink Β· Apache Spark Β· Apache Iceberg Β· Apache Cassandra Β· PostgreSQL Β· Valkey Β· Qdrant Β· Neo4j

🧠 From Industrial Data to Autonomous Operations

Connected Factory
       ↓
Data-Driven Factory
       ↓
AI-Assisted Factory
       ↓
Autonomous Factory

Industrial AI starts with industrial data.

KOPENS is building the Industrial AI DataOps infrastructure that turns OT data into intelligence and enables autonomous industrial operations.

KOPENS, Inc.

Industrial AI Β· DataOps Β· IIoT Β· Edge Computing

🌐 https://kopens.com
🌐 https://plantpulse.io
πŸ“š https://docs.kopens.io

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