Avantage Reply assisted a large European bank to migrate data automation flows on Dataiku, a modern data platform. It has allowed the bank to disengage from its former platform which has become too expensive and less efficient.
After completion of this task, data quality controls were set up by Avantage to improve the accuracy of the data and related reports. The aim of this task was to align the bank’s data governance with the IFRS9 standard requirements and ensure the quality, reliability and completeness of the data as required by the BCBS239 regulation.
The main purpose of this project was to move the client’s analysis and reporting process to Dataiku and show all the possibilities given by the platform so that users can switch on it easily.
The second goal was to improve the data quality for the sources used in applying the controls.
To achieve them, several tasks were defined, which included:
Data flow migration
Finally, thorough documentation was produced with project definitions and tutorials.
Several Challenges were encountered during this project:
In order to meet the client’s expectations while managing the challenges, we have followed the principles below: