2025. Scalable Data Quality Frameworks for Record Keeper Aggregation in Financial Platforms - Proposes a framework to standardize and enhance the quality of financial datasets across heterogeneous record keepers. International journal of data science and machine learning. 5, 01 (Apr. 2025), 70–97. DOI:https://doi.org/10.55640/ijdsml-05-01-13.