Setur Data Lakehouse
Müşteri
Setur
Neler yaptık
Teknolojiler
- Microsoft Fabric
- Azure Data Factory (ADF)
- Power Query
- Python
- Power BI
- SharePoint Online
Proje Genel Bakışı
Setur, one of Türkiye's leading travel and retail companies, consulted with our team to design and implement a modern Data Lakehouse (DLH) architecture on Microsoft Fabric. The objective was to unify and standardize operational data across multiple countries, ensuring that business units could access consistent and real-time insights through self-service analytics. Our team architected an end-to-end solution that integrated sales, stock, and supplier data into a centralized Fabric environment. Using a combination of Azure Data Factory (ADF), Power Query, and Python-based ETL pipelines, we built a dynamic data integration layer that automates ingestion, transformation, and synchronization across various on-prem or cloud based data sources. By leveraging the complete Microsoft ecosystem, we delivered a scalable, secure, and high-performing data platform that empowers Setur's operational teams to make faster, data-driven decisions.
What we did
At Rise Technology, we designed and implemented Setur's modern Data Lakehouse architecture on Microsoft Fabric. Within the scope of the project, we carried out Data Lakehouse (DLH) architecture setup, ETL development and data standardization, self-service analytics infrastructure development, and Power BI reporting work. Key Features: Unified Data Foundation: Standardized multi-country data models ensuring consistency across operational regions. Automated ETL Pipelines: Flexible and hybrid ETL framework combining ADF, Power Query, and Python for efficient extraction, transformation, and loading processes. Self-Service Reporting: Business users empowered with Power BI dashboards for real-time operational and strategic insights. End-to-End Integration: Comprehensive visibility across sales, stock, and procurement workflows. Scalable Cloud Architecture: Built entirely on Microsoft Fabric, optimized for performance, governance, and scalability. Governed Data Access: Role-based security and centralized data management ensuring reliability. Technology Used: The project was built within the Microsoft ecosystem, leveraging Fabric's Data Lakehouse as the unified analytical backbone. A hybrid ETL architecture was implemented using Azure Data Factory for pipeline orchestration, Power Query for model-level transformations, and Python for advanced data processing tasks. The reporting layer was developed with Power BI, enabling interactive analytics and self-service exploration across departments. This Fabric-based DLH infrastructure now serves as Setur's single source of truth, streamlining data operations and empowering teams to make rapid, insight-driven business decisions.