Solutions

AI Computer Vision Solution

SNPVision ver 1.0

Computer Vision Solution

AI analysis and result derivation solution through Classification, Detection, Tracking, and Segmentation of images or videos

Architecture
Data Definition
Preprocessing
Algorithm Selection
Parameter Tuning
Result Generation, Deployment & Management
Input Data
Definition
Data
Preprocessing
Algorithm
Selection
Parameter
Tuning
Result Generation, Model Deployment
& Model Base Management
Dataset Input
→
Image Classification
Outlier/Missing Value Processing
Preprocessing (Labeling)
↓
Training/Validation/
Test Set Split
↓
Algorithm Selection
Image Classification
Object Detection
↑
Model Extraction
→
Hyperparameter Tuning
Model Base
(By Algorithm
/Industry)
→
Model Evaluation
↓
Model Deployment & Application
↓
New Model
Update
Based on Pycaret, PyTorch Framework
Application Areas
Manufacturing Industry Applications
Product appearance specification anomaly detection, product size specification measurement
Delivery Method
On-Premise / Commercial Implementation
License Policy: 1 license per site application task (discount for 2+ copy purchases)

AI-based Prediction & Classification Solution

SNP CataLogix ver 1.0

Anomaly Detection Solution

Anomaly Detection that identifies defect data with different characteristics from normal data, such as cybersecurity, financial sector, and mechanical fault detection

Architecture
Data Definition
Preprocessing
Algorithm Selection
Parameter Tuning
Result Generation, Deployment & Management
Input Data
Definition
Data
Preprocessing
Algorithm
Selection
Parameter
Tuning
Result Generation, Model Deployment
& Model Base Management
Dataset Input
→
Feature Extraction
EDA
Preprocessing
↓
Training/Validation/
Test Set Split
↓
Meta Information Calculation
(Considering Industry)
↓
Algorithm Selection
↑
Model Extraction
↓
→
Hyperparameter Tuning
Model Base
(By Algorithm
/Industry)
→
Model Evaluation
↓
Model Deployment & Application
↓
New Model
Update
Based on Pycaret, PyTorch Framework
Application Areas
Areas of application in the distribution industry
Price forecasts for each food ingredient in preparation for annual pre-order contracts from food ingredient distributors.
Applications in the manufacturing industry
Predicting whether mass-produced products in injection molding plants will deviate from quality specifications.
Medical field of application
Recommendation of appropriate medication prescription based on various test results, prediction of timing of vascular access (AVF) surgery in hemodialysis patients
Provision method
Construction type / Normal implementation
License Policy: 1 license per site application (discount applies for purchases of 2 or more copies)

Federated Learning Management Solution

SNP FLoW ver 2.0

Federated Learning Management Solution

Machine learning management solution applying federated learning technique, which trains and merges models in a distributed environment by transmitting models rather than data

Architecture
Federated Learning Management Solution Architecture
Application Areas
Military units / medical institutions /
smartphones, etc.
Machine learning in situations where data transfer between organizations is not permitted for information security reasons.
Provision method
Construction type / Normal implementation
License Policy: 1 license per site application (discount applies for purchases of 2 or more copies)
Usage Method

Enables development of AI models without centrally collecting data stored locally.

Provides an interface that allows collaboration without providing data to AI model development organizations.

Federated Learning Usage Method

Private LLM Solution

SNPBrain ver.1.0

Private LLM Solution

A Private LLM solution that uploads organizational information to an independently (privately) built server rather than an external commercial GenAI provider's server to generate desired responses

Architecture
Gen AI Service Platform
Predefined System Prompt
Source
Data
PDF, TXT, Website, Youtube
⋮
Source DB
→
Extraction
→
Splitting
↓
↓
↓
↓
Smaller chunks
→
Embeddings
GPT4All
→
Vector
Store
↑
Search
⋯→
Relevant
chunks
⋯→
Open
Source
LLM
⋮
Answer
⋮
User interface
Embeddings
←Question
User
GPT4All
Data
Gathering
→
Data
Extraction
→
Splitting
Chunks
→
Embeddings
→
Vector
Store
→
Prompt &
Search
→
Generation
Application Areas
Manufacturing Industry Applications

When a part code is given, extract and query detailed specifications of the part from the catalog

e.g., Samsung Electro-Mechanics MLCC Code: CL21A226MAQNNNE

  • Size/Form: 21 → 0805
  • Capacity: 226 → 22uF (226 = 22 × 10^6 pF = 22 μF)
  • Tolerance: M → M(20%)
  • Voltage: 25V

When seeking desired answers through a chatbot from product manuals

Legal Field Applications

(Bankruptcy case example) When a person wishing to file for bankruptcy wants to prepare complex administrative documents without the help of a lawyer

Cloud ERP Solution for SMEs

SNPFlow ERP ver 1.0

ERP Solution

Cloud-based solution providing key ERP modules customized for small and medium enterprises:
HR/Payroll, Sales Management, Purchase Management, and Inventory Management

Necessity and Implementation Effects

Business Environment Evolution

As-Was Introduction & Application
  • Individual task-based system development
  • Task-centric system application
  • Non-integrated groupware usage
→
As-Is Operational System Enhancement
  • Enhanced task-based systems
  • Partial data integration
  • Data linkage processing
→
To-Be Enterprise System Integration
  • Real-time information sharing
  • Process improvement
  • Provision of diverse quality information
  • Strengthened system connectivity
  • Enhanced user convenience and accessibility
  • Refined and statistical data construction

System Integration and Enhanced Accessibility

Integrated Solution
External Integration
POS / Attendance / Financial Transactions /
Tax Filing / Groupware
APP
SCM / Order Management / Business Intelligence
ERP
HR•Payroll / Accounting / Sales•Logistics / Purchase•Order / Inventory / EIS
Groupware
E-Approval / Requisitions / Payslips / Certificate Issuance / Attendance
WEB
SCM / Order Management / Business Intelligence

System Integration Benefits

Increased utilization with user-centric systems
Enhanced efficiency through multi-device accessibility
Increased practical usage with high-quality information
Smooth communication through information sharing
Operational efficiency through data integration
Marketing strategy through big data
Reduced risk from personnel changes
Increased user satisfaction with real-time processing
Rapid task processing
Pricing Policy

Cloud (SaaS) ERP Service Fee ₩1,000,000/month (Up to 100 users)

For customers with over 100 users, please contact us for consultation

Sales Manager: Junhyun Seo (010-5260-1494)

Equipment Rental Barcode System

SNPScan

Rental Barcode System

Rental-based barcode system for manufacturing and distribution SMEs

System Configuration
SNPScan Barcode System
Receiving
Receiving/Issue
Actual Rcv/Issue
Item Verification
→
Warehouse
Barcode Scanner
→
Issue
Production
Barcode Printer
→
Actual
Rcv
Storage
Barcode Scanner
→
Shipping
Receiving/Issue
Actual Rcv/Issue
Item Verification
SNPFlow ERP Integration
Real-time inventory tracking and product lot tracing through ERP integration
Pricing Policy

Rental Barcode System Fee ₩8,000,000/month (Includes 2 label printers and 5 scanners)

For additional printers and readers, please contact us for consultation

Sales Manager: Junhyun Seo (010-5260-1494)