In today's data-driven landscape, organizations demand efficient and scalable data pipelines to process vast amounts of information. Emerging platforms offer a suite of tools that enable the creation of robust data pipelines capable of handling expanding data volumes and complexities. These platforms provide features such as batch processing, self-