Automating AnaCredit Reporting for a Croatian Bank
Compliance
Finance
AnaCrediti, short for Analytical Credit Dataset, is a critical dataset regulated by the European Central Bank (ECB) and national central banks, containing detailed information on corporate loans and credit risks in the euro area. It serves multiple purposes including supervising credit institutions, facilitating financial stability analysis, aiding in risk management, contributing to monetary policy formulation and management, and supporting economic analysis and research.
For AnaCrediti to effectively meet its objectives, there’s a stringent need for data to be collected and reported in accordance with specific regulations. Its introduction significantly enhanced the data gathering process, promoting harmonized concepts and terminologies for more complex analysis. Particularly for Croatian banks, aligning their data with ECB’s stipulations became crucial. This situation necessitated the deployment of expert data engineering services, vital for developing systems capable of transmitting data in compliance with the regulatory standards set by AnaCrediti.
The project timeframe for AnaCrediti reporting implementation was six months, which involves four main procedures: data analysis, ETL jobs, data validation, and report generation. The implementation of AnaCrediti reporting requires the identification of proper datasets from various sources, implementation of complex business logic, ETL jobs, data validation controls, and report generation.
PL/SQL
Data stage ETL tool
SQL Server database
SSIS, SSRS,SSAS tools
Excell
During the implementation of AnaCrediti reporting, we grappled with several pressing issues. These encompassed the dilemma of pinpointing pertinent data sources, the intricacies of business logic, the pressures of tight deadlines, and the evolving nature of report specifications and client demands. Our approach to address these issues was to identify and collect data from proper sources, transfer them into a separate staging database for processing. We also implemented data validation and file creation.
- Successful transition to AnaCrediti reporting for Addiko Bank Implementation of effective data engineering methods and processes
- Integration of multiple data sources into a consolidated database Automated regulatory reporting for AnaCrediti achieved
- Streamlined and efficient regulatory reporting process Enabled complex regulatory reporting calculations
- Automatic generation of regulatory reports for enhanced efficiency
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