Abstract: Profiling, by a data profiler agent, an external dataset intended for integration into a multi-tenant platform. Determining data quality metrics for the dataset. Identifying data quality issues in the dataset that are predicted to adversely impact entity resolution operations of the multi-tenant platform. Identifying at least a portion of the dataset that is predicted not to adversely impact entity resolution operations of the multi-tenant platform. Generating recommended data improvement actions, wherein the data improvement actions include corrections or enrichments for the dataset. Generating and storing data profiling results. Ingesting the portion of the dataset that is predicted not to adversely impact the entity resolution operations of the multi-tenant platform into the multi-tenant platform. Executing a first data improvement action on the portion of the dataset associated with the first data improvement action, thereby generating a first improved portion of the dataset.