AI & Data | EDELWAY

AI & DATA DIV

About EDELWAY

Data consistency and efficiency

Most companies collect and utilize data from a variety of systems. However, if the meaning or format of data does not match between each system, additional work is required to utilize the data effectively. These issues are particularly evident in data structure differences from other on-premise applications, such as commercial packaged software or SaaS.

Importance of data standardization: Data standardization is essential to facilitate data analysis and system integration. This process unifies data into a common format, allowing data analysts to understand and manipulate data more efficiently.
Building an enterprise-wide data catalog: By building an enterprise-wide data catalog that organizes data elements and attributes, data analysts can understand data more accurately and quickly.

ToBeWAY’s approach

ToBeWAY provides a customized data standardization methodology tailored to the characteristics of each company. We offer the best solutions based on our expertise and experience to fundamentally improve the way companies manage and utilize their data.
Data standardization allows companies to reduce the complexity of data management, increase the accuracy of analytics, and improve overall business performance.

The first step to improving data quality

Data maintenance is the foundation and starting point of every MDM project.

ToBeWAY removes duplicate or error data through the collection and analysis of standard information and derives valuable content information by applying the content schema provided through standardized consulting.

Content collection service: identifies and collects sensitive content during data collection.
Standard schema application service: applies standard schema through data analysis and optimize data structure.
Duplicate and error data verification service: identifies and cleans data with duplicates or errors to improve data accuracy.
Database Loading Service: efficiently loads cleaned data into the database and makes it usable.

ToBeWAY's approach

ToBeWAY focuses on increasing data quality, reducing data management complexity, and improving analysis accuracy. Our experts provide the best results through thorough analysis and verification at all stages of data maintenance.
Through data management, companies can increase the accuracy of data-based decisions and improve overall business performance.

Optimization of enterprise-wide data integration and management

ToBeWAY provides comprehensive services to meet a variety of data integration requirements. This service simplifies enterprise data management and improves the efficiency and accuracy of data analysis.

Enterprise Application Integration (EAI): Drives collaboration across systems to support efficient operations.
Business-to-Business (B2B) integration: Facilitates the exchange of data between businesses.
Data Integration and ETL (Extract, Transform, Load): Supports data integration, the foundation for data analysis, by extracting, transforming, and loading data.

SAP ERP Integration

ToBeWAY provides services to integrate SAP ERP data into a data warehouse or data lake. This provides expert consulting and implementation services for SAP Data Services, providing a thorough understanding of SAP's application model and access to associated metadata.
For SAP integration, leverage SAP programming languages such as ABAP, IDocs, BAPI, and RFC to effectively import data.

ToBeWAY's expertise

ToBeWAY focuses on increasing the overall usability of data through data integration and improving the collective performance and reliability of IT systems. Our experts provide the best results through thorough analysis and verification at every stage of data integration.

Trusted data

ToBeWAY's MDM consulting aims at efficient management and utilization of corporate data. We understand that data is the heart of your business, and we do our best to manage it according to its importance.

Importance of standard reference information: When each individual system has its own data structure, it is difficult to execute processes involving multiple systems without standard reference information and code. Accordingly, ToBeWAY focuses on defining standard information within the company and managing it systematically.

Design and implement functional requirements: Design and implement functional requirements necessary to effectively manage reference information. This course simplifies data management processes while meeting enterprise needs.

Integrated data modeling and data maintenance: Through data modeling and data maintenance, we establish a standard for enterprise-wide data analysis. This strengthens the company's data analysis capabilities and enables more consistent decision making.

A comprehensive approach to MDM projects

ToBeWAY's MDM project takes a comprehensive approach that includes data modeling, data maintenance, process design, solution implementation, data migration, and application integration. This allows companies to achieve efficient management and utilization of data.
Based on deep experience and proven methodologies in MDM projects of various industries and sizes, ToBeWAY provides customized solutions tailored to the characteristics of each company.

ToBeWAY's expertise

ToBeWAY has the expertise and experience needed to effectively invest in IT and create maximum value from data. Our goal is to go beyond simple data management and support business value creation and growth through data.

Meta Data Management

Companies collect metadata from information systems through data standardization activities and standardize tables and columns that store data with the same properties. Through this, information compatibility between information systems can be increased and information integration between individual systems can be promoted.

By using ToBeWAY's metadata management solution, you can register and continuously manage metadata defined as standard words, standard terms, standard domains, and standard codes of the company's information systems obtained through data standardization.

Main Features

Standard Dictionary Management:
- Efficiently manages standard words, terms, domains, and codes.
- Everything is easily accessible and organized.
Consistency monitoring between DBMS and standard dictionaries:
- Matches databases with standard dictionaries.
- Prevents data inconsistencies and maintain data integrity.
DBMS schema information query and data value query functions:
- Accesses and stores schema information such as tables, columns, indexes, and built-in functions.
- Enhances data management by easily querying stored data values.
Standard dictionary-based DDL statement generation function:
- Easily creates data definition language (DDL) scripts.
- Saves administrators' time by simplifying database management.
Provides standardization functions without metadata changes in SAP ERP system:
- Seamless integration with SAP ERP
- Standardization without modifying existing metadata

Product Introduction

Data Quality Management

Data quality management (or DQM) is the activities and processes for maintaining error-free data operations in information systems and databases. Additionally, for more effective and productive management, ToBeWAY DQM leverages a data management framework that supports metadata, process, governance, and deployment services.

Main Features

Quality Control Plan:
- Management plan through quality indicators and operational indicators
- Efficient management of processes, organizations, and systems through multidimensional indicator definition
- Inspection cycle and schedule
Quality measurement based on quality work rules:
- Inbound Quality Control
- Quality assurance through quality validation
- Regular quality inspection
- Continuous quality control through quality audit
Quality improvement through continuous monitoring:
- Quality cause analysis and tasks improvement
- Quality improvement results for Knowledge DB
User-centric execution and notification:
- Personalized notification
- Self-test and preliminary test results

Product Introduction

Data Integration

ToBeWAY DI is a powerful data integration tool that helps data managers efficiently manage baseline information and transactional data. This solution simplifies the process of extracting and processing data from source systems and linking them to destination systems.

Data integration automation: sets up a task scheduler and automates data integration tasks through a web-based UI.
Server Monitoring: monitors server resources and activities in real time.

Components

DI Server:
- A JAVA-based server designed for interface scheduling, execution, and monitoring.
- Intuitive and easy-to-use UI.
- DI Server installation environment
  - OS: Windows server 2012+, SUSE Linux, RedHat Enterprise Linux, CentOS
  - Middleware: Tomcat, JBoss EAP, WildFly
  - DBMS: Oracle, PostgreSQL, SAP HANA Database, MS SQL Server

DI Studio:
- Develops data linkage interface programs in a desktop environment using Talend Open Studio or SAP Data Service Designer.
- Supports data linkage with various DBMS, files, big data, etc.
- Provides data extraction, transformation, and loading capabilities across on-premises, cloud, and hybrid environments.
- GUI-based development tools make interface development and testing easy.
- The developed program is registered on the DI Server and executed regularly.

Product Introduction

Master Data Management

ToBeWAY MDM is developed based on our understanding of business processes and IT solutions, and our field experience in standardization.

It provides a robust framework for efficiently managing any reference information and standard codes, reducing the burden and cost of managing corporate reference information, and maximizing the asset value of corporate data.

Multidomain MDM

Universal data model without internal data model constraints
Provides flexibility through hierarchical structure model of classification system and properties
Supports movement of the classification itself and movement of the master's classification
Code numbering rule designation function
Supports various attribute types

Management Process/Governance

Built-in MDM-specific workflow
Process management for data registration application and approval
Supports consistency verification such as rule-based verification, duplicate prevention function, standard dictionary and thesaurus management, and dictionary quality control
Supports use of Excel for batch registration and change of data
Supports workflow integration with customer groupware

Versatile and powerful search

Various classification searches such as classification system, index, favorites, etc.
Various master searches such as classification tree search, attribute search, keyword search, similar word search, alternative search, etc.
Comparison search of detailed attribute values for multiple masters
Provides various personalization functions such as screen style and search conditions

Product Introduction

Automation

UiPath Platform

AI Center

UiPath is the world's No. 1 RPA tool and is a proven RPA tool with numerous RPA introduction and success stories around the world.
You can try it out for free at any time, and related educational information is available on the web, making it the most accessible.
The most important thing to consider when selecting an RPA tool is how to manage many scenarios and software robots not only at the time of introduction but also at the time of operation a few years later. It is not an introduction of a trendy tool that follows a trend, but a reliable tool in terms of mid- to long-term operation, and that is why you should choose UiPath.
It is an excellent product that has a product roadmap for the AI era and can be easily expanded to suit changing environments.
In addition to its name value as a global No. 1 product, it also provides stability in product selection in terms of development and scalability, and although it is a global product, active and continuous technical support for Asian countries, including Korea and Japan, ensures that customers can choose with confidence. That will be an important reason.

UiPath StudioX

UiPath is the world's No. 1 RPA tool and is a proven RPA tool with numerous RPA introduction and success stories around the world.
You can try it out for free at any time, and related educational information is available on the web, making it the most accessible.
The most important thing to consider when selecting an RPA tool is how to manage many scenarios and software robots not only at the time of introduction but also at the time of operation a few years later. It is not an introduction of a trendy tool that follows a trend, but a reliable tool in terms of mid- to long-term operation, and that is why you should choose UiPath.
It is an excellent product that has a product roadmap for the AI era and can be easily expanded to suit changing environments.
In addition to its name value as a global No. 1 product, it also provides stability in product selection in terms of development and scalability, and although it is a global product, active and continuous technical support for Asian countries, including Korea and Japan, ensures that customers can choose with confidence. That will be an important reason.

DU (Document Understanding)

UiPath is the world's No. 1 RPA tool and is a proven RPA tool with numerous RPA introduction and success stories around the world.
You can try it out for free at any time, and related educational information is available on the web, making it the most accessible.
The most important thing to consider when selecting an RPA tool is how to manage many scenarios and software robots not only at the time of introduction but also at the time of operation a few years later. It is not an introduction of a trendy tool that follows a trend, but a reliable tool in terms of mid- to long-term operation, and that is why you should choose UiPath.
It is an excellent product that has a product roadmap for the AI era and can be easily expanded to suit changing environments.
In addition to its name value as a global No. 1 product, it also provides stability in product selection in terms of development and scalability, and although it is a global product, active and continuous technical support for Asian countries, including Korea and Japan, ensures that customers can choose with confidence. That will be an important reason.

PM (Process Mining)

UiPath is the world's No. 1 RPA tool and is a proven RPA tool with numerous RPA introduction and success stories around the world.
You can try it out for free at any time, and related educational information is available on the web, making it the most accessible.
The most important thing to consider when selecting an RPA tool is how to manage many scenarios and software robots not only at the time of introduction but also at the time of operation a few years later. It is not an introduction of a trendy tool that follows a trend, but a reliable tool in terms of mid- to long-term operation, and that is why you should choose UiPath.
It is an excellent product that has a product roadmap for the AI era and can be easily expanded to suit changing environments.
In addition to its name value as a global No. 1 product, it also provides stability in product selection in terms of development and scalability, and although it is a global product, active and continuous technical support for Asian countries, including Korea and Japan, ensures that customers can choose with confidence. That will be an important reason.

UiPath Agentic AI is an autonomous and adaptive automation platform that integrates LLM-based agents, RPA robots, and Human-in-the-loop into one to understand business context and act based on goals.

Agentic AI Core Competencies

UiPath is the world's No. 1 RPA tool and is a proven RPA tool with numerous RPA introduction and success stories around the world.
You can try it out for free at any time, and related educational information is available on the web, making it the most accessible.
The most important thing to consider when selecting an RPA tool is how to manage many scenarios and software robots not only at the time of introduction but also at the time of operation a few years later. It is not an introduction of a trendy tool that follows a trend, but a reliable tool in terms of mid- to long-term operation, and that is why you should choose UiPath.
It is an excellent product that has a product roadmap for the AI era and can be easily expanded to suit changing environments.
In addition to its name value as a global No. 1 product, it also provides stability in product selection in terms of development and scalability, and although it is a global product, active and continuous technical support for Asian countries, including Korea and Japan, ensures that customers can choose with confidence. That will be an important reason.

Agentic AI Components

AI Agents
Goal-based planning·Execution Engine

Context analysis and decision-making
Task Breakdown·Delegation·Execution·Coordination
Document·email-based interaction

Robots
Structured·Formalized Task Execution Engine

Login·Data Collection·System Operation
Providing a high-quality data-driven foundation for agent decision-making

Human-in-the-loop
Goal Setting·Verification·Approval

Communication of policies·goals
Review of exception situations
Perform final approval

[AI Observability using Datadog]

Process Observability - End-to-End Visibility
- Logs - What happened
  - Provides insights based on error, warning, and operational events
- Metrics - Understanding system status numerically
  - Throughput, SLA, Performance Changes, Bottleneck Tracking
- Traces - Analyzing where delays occur
  - Visualization of the overall service flow and cause analysis

AI Observability
- LLM Response Quality·Accuracy·Consistency Evaluation
- Automatic detection of Drift·Hallucination
- Block Prompt Injection
- Prevention of sensitive information (PII) leakage

EDELWAY is a top-tier UiPath Diamond business, the only Certified Service Partner and Fast Track AI Partner in Korea, and an official partner of AWS, Azure, Red Hat, and Datadog, specializing in enterprise automation based on Agentic AI/Automation Suite/Observability.

Agentic AI + Maestro + Datadog Observability

Providing complete AI Operational Intelligence by integrating all layers from infrastructure to processes to AI models

The integration of UiPath Agentic AI and Datadog Observability manages all layers of automation·AI·processes·infrastructure as a single flow, proactively detecting exceptions, delays, and drift to guarantee end-to-end business reliability and SLAs.

Agentic AI
@ Automation Cloud

Agentic AI
@ Private Cloud

Agentic AI
@ On-Premise

ToBeWAY is an Integration partner of Microsoft BizTalk Server, providing customers with optimized integration solutions. ToBeWAY specializes in using BizTalk Server to efficiently integrate a company's various applications, databases, and business processes. Based on the powerful features of Microsoft BizTalk Server, ToBeWAY supports companies in enhancing data management, process automation, and connectivity between systems, leading to cost reduction, improved operational efficiency, and quick market response.

The main advantages of Microsoft BizTalk Server include:

System Integration: Supports efficient integration between various applications, systems, and databases.
Business Process Automation: Automates complex business processes to increase operational efficiency.
Flexibility and Scalability: Applicable to various environments and platforms, and can be easily expanded according to business needs.
Message-Centric Architecture: Enables stable information exchange between systems through messaging.
Security and Reliability: Provides robust security features, ensuring reliable data exchange.

These features make BizTalk Server a very useful tool for corporate system integration and data management.

Experience business integration and digital innovation with ToBeWAY and Microsoft BizTalk Server.

Cloud

Nutanix is a global leader in HCI and enterprise cloud solutions.

Nutanix is a cloud platform for modernized enterprise data centers that applies technologies implemented in public clouds to enterprise data centers, providing the advantages of both public and private clouds.

With Nutanix Hybrid Multicloud, you can seamlessly extend your on-premises environment to the public cloud to create a hybrid cloud environment that delivers agility, scalability, efficiency, and cost optimization.

Nutanix solves your toughest cloud problems.

Nutanix combines the simplicity and agility of public cloud with the performance and security of private cloud, giving you the best of both worlds. Ensure business continuity with centralized management, one-click operations, and AI-powered automation across both on-premises and hybrid environments.

Application

Nutanix helps you easily deploy, manage, and reserve new applications, which are projected to reach 500 million by 2023.

Infrastructure

Computing, storage, virtualization, and networking are hyperconverged and driven by software on the Nutanix cloud platform.

Cloud

You can easily move apps to your desired location without data loss in any hybrid, multi-cloud, public, or private cloud environment.

Support any app, any cloud on a single platform

The Nutanix Cloud Platform consists of hybrid cloud infrastructure, multicloud management, and integrated storage, database services, and desktop services that support any application and workload, anywhere.

Benefits of the Nutanix Cloud Platform

The Value of Simplicity: Simplifying the Cloud

One-click operation

Automated infrastructure management supports one-click deployment, patching, provisioning, and scaling through a simple and intuitive UI.

Self-service IaaS

Supports users to provision their own apps and services through built-in role-based governance.

Multi-cloud management

An integrated cloud control plane experience supporting AI-based application automation, self-service, and cost and security governance across the cloud.

Data Centrism: Data Integration

Data Protection and Security