Data Quality solution for Banking sector to ensure quality data processing


A Data Quality solution built in a Clover DX ETL Data Management Platform to verify data quality and stage data before releasing only QA passed data to the Enterprise Data Warehouse.

Data quality solution

Our Bread and Butter.

When we initially looked at our customers partner data it was found that the data has a Data quality score of 4%. This meant that only 4% of the data received from partners conformed to their own data specifications.

By implementing this Data quality solution, we were able to report on the data quality and assist the customer in fast tracking a 5-year project into an 8-month delivery to implement a new Enterprise data warehouse for Statutory Reporting.

By understanding the Data quality issue, we manage to safe the customer R19 Million in implementation costs and implemented the solution in less than 13% of the time they had been trying to implement the solution.

We also built the Data Quality Solution to include a Front-end User interface to allow then to manage their own data quality going forward, not being dependent on DataSimplified to continuedly Maintain the solution.

Saving the customer another R200K per month in ongoing operational support.

Overall Saving in Year:

  • Support (R1 million)
  • Development cost (R19 million)
  • Total saving (+/- R20 million)

Key Features:

  • Manage the alliance partners and core banking systems SLA’s on Data delivery (Automated via notification emails and dashboards – BI reporting built in)
  • Manage Data quality to reduce risk

Any system is only as good as its data, if the data quality is poor the system will not perform as needed

Technologies used:

  • CloverDX (ETL Data Platform)
  • Data Warehouse
  • Data Staging Concepts
  • Data Quality and Ingestion concepts
  • Microsoft SQL server
  • Power BI
  • SQL Server Cube and Analytical services


Using the best in class Software Development frameworks, World class ETL and Data Integration platforms, and Reporting solutions, we can build Solutions for our customers that cover their requirements and allow them to grow their business.


Development and design of data warehousing and reporting solutions, with focus on Data Quality and Complex ETL (Extract Transform Load) processes.

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