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 utilize various overseas investment information

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

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

2. Solution (Resolution Approach)

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 operational environments, building security

• Integrating MS Azure Open AI

• 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 functionality

3. Establishing cloud/AI security measures and infrastructure maintenance

• Configuring MS Azure infrastructure security environment

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

• Supporting innovative finance generative AI security

• Infrastructure operation and maintenance plan (MSP)

3. Result (Achievements)

1. MS Azure cloud infrastructure – Development and operational separation and 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 items daily in real-time

4. Translation/summarization prompt processing flow

5. AI security system, successfully establishing a generative AI security system required for 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 functionality for verification and supplementation of 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

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