THING ABSTRACTION
Symbolize physical assets as objects
Define equipment, sensors, and machines as standardized Things — turning their location, attributes, and state into digital assets.
Products
NUBISON AIoT
From PLCs to legacy systems, symbolize every physical asset on the shop floor as a Thing
and connect it without code and without downtime. Collect, view, and control from a single interface.
Physical AI begins with
connecting field data
For AI to create real value, industrial-site data must be reliably connected and utilized. Yet the field's data environment remains complex and fragmented.
Protocol
Diverse communication protocols
Every device connects differently, forcing repeated custom development and maintenance.
Thing Driver
The patented ThingDriver unifies even non-standard communication into a single connection
Heterogeneity
Heterogeneous equipment environment
Data structures and control methods differ by vendor, making integrated management difficult.
Thing Abstraction
Symbolize every physical asset as a standard symbolic object (Thing)
Knowledge
Fragmented operational knowledge
Integrations that depend on specific individuals make sustained operations difficult.
Unified Interface
Collect, view, and control in one interface — even a beginner can operate it
Governance
Insufficient control and security governance
It's hard to systematically manage data-access and control histories.
Access Governance
Fine-grained permission matrix and audit logs built in
NUBISON IoT is an integrated data platform that connects industrial sites and AI. It simplifies field data through symbolization, connects it via ThingDriver, and operates it safely.
The decisive difference
NUBISON IoT makes
THING DRIVER · Patented
The driver that connects even non-standard equipment
Different vendors, protocols, and physical layers are abstracted into a common interface — connect without code.
UNIFIED INTERFACE
Control everything through one interface
Once symbolized, any Thing — no matter the device — is collected, viewed, and controlled in the same way.
ACCESS GOVERNANCE
Fine-grained permission control
A three-axis permission matrix (role × Thing group × function) and audit logs ensure safe operations.
NON-STOP SCALABILITY
Grow the device fleet while staying online
The Hot-Plug architecture requires no reboot — collection and control begin the instant a device is registered.
Execution speed that transforms integration,
operations, and scale
70%
Faster integration development
Reuse ThingDrivers to cut integration time by up to 70% vs. legacy approaches
1–2 min
Device registration completed
Register and modify with a button click — applied instantly, no custom development
0 sec
Service downtime
Reboot-free Hot-Plug architecture — expand while operations continue
100%
Action audit traceability
Complete Audit Trail recording every view and control action
Every field data source converges into
a single Thing layer
Physical Non-IoT, Physical IoT, Logical Data — data entering via these three standard routes passes through ThingDriver and becomes a real-time stream with a shared schema, feeding AI, dashboards, and control services.
Route 1
Physical Non-IoT
Analog InputSerialTCP/IPPLCBluetooth Device
Route 2
Physical IoT
IoT DirectIoT IndirectLPWA DeviceStandalone Device
Route 3
Logical Data
Legacy SystemServer · APIFile · DBManual Input
Universal Abstraction Layer
Thing
Thing
Driver
- Standardize every protocol into a single API
- Add or remove devices with a click
- Non-stop hot-plug
- Plugin-based extension
Standardized real-time streamsShared schema · unified event format
Common metadataUnified Thing ID · attributes · units
AI-Ready dataInstantly delivered to AI Unit and Datalake
Consumers
AI UnitDatalakeDashboardsControl Services
Legacy approaches stop.
NUBISON IoT doesn't.
What used to be a repetitive job every time you added a device is now a single click in NUBISON IoT.
| Category | Legacy IoT products | NUBISON IoT |
|---|---|---|
| Integration coverage | Supports specific protocols and networks only | Supports every integration option available through ThingDriver |
| Maintenance | Code changes per communication method; hard to cover when staff turn over | Handle add/remove with a button click — even beginners can operate it |
| Non-Stop | Reboots required to launch services — causes downtime | Instant hot-plug without reboots — no downtime |
| Custom development | Field application requires additional development | Rule management, multiple views, and plugins built in |
| AI integration | Integrating AI services is difficult or requires separate development | Effortless integration through AI Unit |
Expected Adoption Impact
Once the integration barrier is gone, AI transformation in the field scales faster and more safely.
Accelerate Field AX
Remove integration barriers and bring AI adoption forward.
Lower Operational Risk
End-to-end tracing delivers a stable operating environment.
Secure Scalability
Even large-scale equipment expansions add minimal development burden.