For managing and automating the transformation of data collected in periodic batches, such as on a daily basis, an efficient service to employ is one that offers capabilities for serverless data integration. The correct service for such batch processing tasks excels at preparing and loading data for analytics and can automate these data preparation steps, which fits the requirements for daily batch ingestion and processing. Other services mentioned are more focused on real-time processing, object storage, and interactive querying, which do not inherently manage the data transformation process for daily batches.
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