The benefits in establishing data pipelines for real-time updates have been a must in my experience. Often times, it enabled proactive workforce management and continuous compliance monitoring. I have built many pipelines whether working with Data Warehouses such as Snowflake, ODATA, or other Integrations.

With a pipeline from AWS to Snowflake, S3 Buckets and IAM provided the storage for a secure connection. Data objects were built in Snowflake to receive and stage data uploads.

These objects include databases, schemas, and tables as the endpoints.

The pipeline streamed updates in the event of new uploads, creating a real-time feed for newly generated records.
A similar setup provisioned continuous monitoring of workforce wages and data integrity within our HCM.