Challenge
The heart of the SZKHT solution is an innovative data warehouse and data mart generator that revolutionizes data management processes. This advanced tool enables the rapid and flexible creation of data structures, automating numerous time-consuming tasks. The generator uses intelligent algorithms to design optimal data models, taking into account the characteristics of the input data and user requirements.
The system can automatically create and configure ETL (Extract, Transform, Load) processes, ensuring efficient data loading and updating. This greatly reduces the need for manual coding and minimizes the risk of errors.
A key feature of the project is the seamless integration of over 10 different source systems. This complex data integration process ensures that all relevant data sets are available on a central platform for the controlling department.
How we helped?
- Design Phase
- In the initial stage of the project, the focus was on easy parameterization, rapid development, and cost-effective operation. This led to the development of a unique data warehouse and data mart generator.
- Data Structure Design
- The generator analyzes input data sources and suggests the optimal data model to suit the business needs.
- ETL Process Generation
- Automatic creation of ETL scripts for efficient data loading and transformation, reducing manual intervention.
- Creation of Data Marts
- Specialized data marts are generated to meet the specific requirements of different business areas, ensuring targeted and relevant data availability.
- Dependency Management
- Intelligent algorithms determine the optimal sequence for loading processes, ensuring data integrity throughout the pipeline.
- Parallel Processing
- The system handles multiple data streams concurrently, minimizing load times with a scalable architecture that supports large volumes of data.
- Resource Monitoring
- Real-time monitoring and dynamic resource allocation maintain system stability and performance, ensuring smooth operation.
- Scheduled Launch
- Flexible scheduling options support both time-based and event-based triggers to meet various business requirements, allowing for automation and timely execution of tasks.