Assisting Life Insurance Providers in Implementing MLOps to Lead Rapid Iteration in Model Development

In today's rapidly evolving landscape of data science applications, Cathy Life Insurance & Shin Kong Life Insurance has leveraged our MLOps model lifecycle management product, Data Science Lab (DSL), to facilitate one-stop development of various insurance actuarial models and iterate quickly. Through the implementation of DSL, Cathy Life Insurance & Shin Kong Life Insurance has simultaneously enhanced model development efficiency, model risk management, and gained a competitive advantage, while achieving goals of model lifecycle management and business growth.

• Upgrade efficiency in one-stop model deployment and operation.

• Precision prediction through machine learning, further enhancing service experience.

• Leading the industry, continuous business growth!

Providing Data Governance and Enterprise Data Sharing for Banking Industry Clients

In general, data requirements often rely on IT units to receive data requests and produce outputs. However, it is common to encounter unclear demands, repetitive communication, or differing perceptions, resulting in significant difficulties in data supply and application. In response to the data democratization movement, companies need to provide a comprehensive platform for all internal personnel to understand their own data assets and their applications. In fact, what companies expect is not for business unit personnel to learn sophisticated data analysis skills, but rather a set of processes and methods that enable everyone to explore data, articulate clear demands, and even autonomously apply them. This case involved assisting First Bank in optimizing internal data sharing through the Enterprise Data Wiki data governance platform, solving the problem of unclear demand communication, enhancing decision-making, and creating more competitive financial products and services.

• Comprehensive understanding of data assets within the bank

• Standardization and assurance of data quality and availability

• Achieving data sharing democratization!

Tailored Cloud Data Application Ecosystem for Automotive Industry Clients

Through outstanding cloud infrastructure integration capabilities, we assisted Hota Group in integrating group data into a cloud data lake, establishing a cloud data center as the pivot of enterprise data flow. By fully constructing a Customer Data Platform (CDP) combined with 360-degree customer personas, besides functionalities such as customer list retrieval and automated marketing, we also enabled the creation of personalized customer tags, coupled with models for customer prediction and precise product recommendations. We excel in assisting clients in flexibly utilizing the latest services and IT architectures, harnessing larger volumes of data for unlimited value addition to enterprise data, and constructing a 360-degree data application ecosystem.

• Assisting enterprises in flexibly planning data ecosystems

• Integrating CDP with 360-degree customer data for service extension, expansion, and optimization

• Leveraging data analysis and machine learning for data value enhancement

Assisting Smart Service Industry Clients in Optimizing Log Management and Analysis Using ELK

We assisted uTagGO in building with ELK, not only accommodating vast and scattered log structures but also rapidly integrating app error information and system failure data, greatly enhancing the app user experience!

uTagGO generates a large amount of log data every day, recording user behavior, system operation status, and other information. Through ELK, uTagGO can more effectively manage and analyze this data, thereby improving operational efficiency and security.

• Analyzing toll payment habits of highway users to optimize the payment process.

• Optimizing parking space recommendations through user payment information.

• Monitoring vehicle conditions to prevent malfunctions.

Integrating Cloud-Native and On-Premises Architectures to Build Equipment Security and Monitoring for Telecommunications Industry Clients

As a leading digital technology provider in Taiwan, Far Eastern Electronic Toll Collection (FETC) faces challenges in allocating and utilizing internal cloud resources efficiently. We leverage cloud-native services to handle and process large volumes of ETC equipment log data, providing real-time reporting and alarm detection capabilities. This enables FETC to enhance business efficiency, improve customer experience, and ensure data security. This successful case demonstrates the importance of integrating cloud and on-premises resources, as well as the effectiveness and reliability of our solution.

• Prioritizing data security by effectively integrating sensitive data and precise utilization.

• Efficiently processing and monitoring large volumes of log data.

• Driving business growth through data-driven approaches, enhancing customer experience.