Products
NUBISON AI-OS
Industrial AI-OS that completes autonomous manufacturing
A Physical AI-based manufacturing OS that connects data, AI models, and infrastructure — moving beyond AI transformation to realize autonomous manufacturing on the shop floor.
NUBISON AX
An integrated AI-OS that connects physical and non-physical data to make industrial operations intelligent
NUBISON AI-OS
An integrated AI operating system that connects all industrial data
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L5 Autonomous Execution
NUBISON Agent Platform
Agent-based task automation, operations optimization, and autonomous execution
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L4 Intelligence
NUBISON ML Platform · NUBISON LLM Platform → FM Platform
Model development, training, deployment, and operations, plus enterprise foundation models
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L3 Data
NUBISON Datalake
Integrated data pipeline for AI utilization
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L2 Runtime Infrastructure
NUBISON Kubernetes
Lightweight K8s-based infrastructure for reliable operations
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L1 Asset Integration
NUBISON AIoT
Integration and control of equipment, sensors, and systems
NUBISON
Ontology
A common knowledge framework that connects assets, data, models, and tasks across every layer
- Asset & data integration
- Task contextualization
- Unified semantics
- Continuous knowledge expansion
The AX full cycle — intelligence that flows from the field back to the field
Starting with field data, data, AI, and agents are organically connected and return to the field,
creating a continuous virtuous cycle of innovation.
AIoT collects data from equipment, sensors, and systems, and connects control channels.
The Datalake ingests raw data and, guided by the Ontology, refines it and adds meaning, turning it into AI-Ready data.
The ML Platform trains and runs specialized AI models; the LLM/FM Platform runs enterprise-tailored language intelligence.
The Agent Platform combines data, models, and assets to decide on and execute tasks.
When needed, AIoT controls field equipment, and the outcome flows back into the collection stage.
Data generated in the field becomes a meaningful AI-Ready asset,
passes through trained models and agent decisions, and returns to field execution.
This uninterrupted loop is the NUBISON AX full cycle.








































