1. Overview (Project Background)

Samsung Securities is actively adopting digital services to provide customers with differentiated investment experiences, and through this, provides overseas investment information quickly and easily

1. Expanding accessibility to overseas investment information
   [Cloud Computing] Building an AI-based automatic translation and summarization system to conveniently use various overseas investment information

2. Increasing information analysis efficiency
   [Artificial Intelligence AI] Providing key information summarization function to quickly understand and analyze vast overseas investment information

3. Leading innovative financial projects
   [Rapid service application] Securing competitive advantage in the market and strengthening position as a leading digital finance company

2. Solution (Solution)

Utilizing the latest technology of generative AI and MS Azure cloud to provide investors with fast and reliable information
Focusing on building MS Azure cloud infrastructure, developing overseas investment information translation and summarization services, and establishing cloud and AI security measures

1. Building MS Azure cloud infrastructure

• Separating development and operation environments, building security

• MS Azure Open AI integration

• Building and managing data storage (object storage, database)

2. Developing overseas investment information translation and summarization services

• AI-based translation and summarization service

• Cutting-edge AI technology-based automatic translation and summarization system

• Parsing, chunking, and storage process

• Translation/summarization quality monitoring and management function

3. Establishing cloud/AI security measures and maintaining infrastructure

• Configuring MS Azure infrastructure security environment

• Security and compliance: Compliance with financial security regulations and Samsung Securities security policies

• Innovative finance generative AI security support

• Infrastructure operation and maintenance plan (MSP)

3. Result (Results)

1. MS Azure cloud infrastructure – Separation of development and operation, Hub Net configuration, Azure PaaS service integration

2. Data Pipeline architecture – Implementing collection, preprocessing, and translation stages to transmit content to on-premises servers

3. Overseas investment information translation and summarization service – Building a service that translates and summarizes 1,700 overseas investment information daily in real-time

4. Translation/summarization prompt processing flow

5. AI security system, successfully establishing a generative AI security system required by innovative financial services

6. Generative AI security system – Building a secure API gateway (SAG) based on Microsoft Azure services

7. AI security risk detection processing flow (within SAG)

8. Determining AI security risk blocking level

Expected Effects

1. Securing a stable and scalable cloud-based foundation

• MS Azure cloud: Building services based on MS Azure cloud environment with global scalability, stability, and security

• Applying verified architecture: Securing stability based on construction experience of multiple financial institutions

2. Building pipeline for translation/summarization and securing quality level

• Generative AI quality verification and monitoring: Applying the latest Azure OpenAI, providing quantitative indicators based on Bert/KoBert to secure quality

• Operational convenience: Providing management functions to verify and supplement AI translation/summarization results (administrator portal)

3. Completing AI security system suitable for innovative finance

• Establishing generative AI security system that meets innovative financial service requirements: Generative AI security system established and verified

• Introducing scalable Global AI security service: Introducing Microsoft AI security services (Content Safety, PII)