SimPlatform | AIoT Service for Industrial

Category	Other Solutions	Simplatform’s Solution
Connectivity	Supports limited types of protocols or communication	Supports all methods that are able to be integrated and connected via ThingDriver
Maintenance & Management	Increase in maintenance & management fees due to additional coding operations on changes in communication method programming. Difficulty in tracking device history and responding to certain situations in the events of changes in personnel.	Reduces maintenance and management costs by simply allowing to add and delete integrated devices through a click of a button (no additional programming needed) Beginner-friendly (Easy access and maneuverability)
Non-stop Service	Reboot required after communication integration for system execution + halt in service during reboot period	Immediate system execution available, simply by installing additional devices + Unhalted device integration and expansion available
Customized Development	Additional development is required post-integration, in order for the solution to be applied to the actual sites	Reduces time taken in development and allows immediate application through plug-in type methods; provides various functions such as rule management and data view
AI Integration	Difficulty in integrating product with AI services due to additional developmental requirements	Easy integration by utilizing AI Unit

Category	Specifications	Details & Examples
Classification	Scanning Data based Anomaly Detection Model	Applied when classification is needed, after time-series and video data patterns are analyzed ex.) Vaccine Refrigirator Temperature Pattern Classification
Time-seris Data Feature Point Detection Model
Bin Map Image Classification Model
Object Detection	Machine Vision-based Defect Detection Model	Applied when detecting certain objects or patterns in video/vision data ex.) Badminton shuttlecock detecting and tracking system
Regression	Solar Power Prediction Model	Applied when predicting future data occurrence based on learning results from past data (past data that has been learned under similar conditions) ex.) Solar panel energy generation prediction
Water Quality Prediction Model
Health Index Prediction Model
Life-style based Power Consumption Prediction Model
Anomaly Detection	Vibration Data based Predictive Maintenance Model	Applied when detecting abnormal data in certain facilities or environment ex.) Semiconductor CVD equipment error detection
Process Data based Predictive Maintenance Model
Indicator Measure	Completeness Quality Indicator Measurement Model	Applied to data drift and anomaly detection, after indexing the quality of data that occur in sensors and other environment ex.) Korea Expressway Corporation: measuring equipment quality index
Effectiveness Quality Indicator Measurement Model
Spatio-temporal Consistency Quality Indicator Measurement Model

Category	Other Solutions	Simplatform’s Solution
Solution Configuration	Provides limited functions and capabilities at industrial sites	Provides anomaly detection and quality categorization (as well as all primary operations at industrial sites)
Reliability	Lack of successful cases, lack of reliability	Highly reliable: successful application cases on 30 different projects, spanning across 6 years
Analysis Methods	Method of learning and inferring through large amounts of data	Provides an advanced model that analyzes highly-rare abnormal data (optimal for industrial sites) Provides a combined model of time-series data and vision data
Data Preprocessing Methods	Limited data preprocessing techniques, which inevitably poses limits in complicated analysis at industrial sites	Systemized various preprocessing methods in time-series and vision analysis. It is also specific to industrial sites, thus giving optimal performance

Category	Other Solutions	Simplatform’s Solution
User-friendly Features	Coding required for system implementation	No-coding method available for repeatedly learned data or methods
Infrastructure Management Capabilities	Absence of or limited CPU, GPU, NPU management capabilities	CPU, GPU, NPU usability in all functions or scenarios
Feature Configuration Completeness	Based on inference and distribution only, which puts limitations on certain functions	Implements all functions such as AI model registration, testing, configuration management, inference, infrastructure integration etc.
Data Integration Capabilities	Lack of data integration or extraction capabilities, which causes problems when redeveloping and changing data sources on site	Provides flexibility even when data sources change, due to the adjustability and stability of NUBISON IoT

Our Service

Product Composition

Choose the product that fits your business type.

NUBISON consist of: NUBISON AX which is the base solution,
an Extensive solution that reflects more specific needs from customers,
and a Specialized solution that is specific to different industries.

Base Product

Platform

An integrated Industrial Solution Framework that allows data collection/connectivity and application,
Industrial AI model application, distribution, and management

NUBISON
IoT

Solution

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- A solution for data collection/integration and application
- Provides various features including data view and wide area monitoring
NUBISON
Data Lake

Solution

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- An industry-specialized data lake that automatically transforms and maintains various industrial data into 'AI-Ready Data'
NUBISON
SDA

Solution

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- 13 types of industrial pre-trained AI models immediately applicable to industrial sites
NUBISON
MLOps

Solution

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- A machine learning management solution for applying, retraining, distributing, and managing industrial AI models

Extensive Product

Enterprise

An expansion system that maximizes the stability and efficiency of the system
and efficiently manages the operation of AI models.

ML Dev
Manager

System

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- A management system that allows internal teams to directly modify and deploy AI model codes
ML Infra
Manager

System

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- A system for managing and operating AI semiconductors for AI model training and inference
H/W Infra
Manager

System

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- A management and operation system for ensuring H/W infrastructure availability and scalability

Specialized Product

Ultimate

Application of specialized products for each field of business to enable quick
and easy use of field-specific services

NUBISON
AI FDC

Production

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- A product specialized in detecting and predicting anomalies in process manufacturing (e.g. semiconductor processes)
NUBISON
AI QC

Production

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- A product specialized in vision-based quality inspection of manufactured products
NUBISON
AI SAFE

Production

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- A product specialized in safety at construction and industrial sites
NUBISON
AI ARGRI

Production

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- A product specialized in agriculture, particularly livestock, applied to cattle carcass grading and more