Efficient supply chains rely on seamless flow of data through real-time monitoring and management of data pipelines. Data pipeline monitoring tools are crucial for preventing delays, disruptions, and inefficiencies that can lead to significant losses. These tools help maintain adequate stock levels, reduce the risk of over-ordering, and respond quickly to changing market demands, ensuring supply chain resilience. Some popular data pipeline monitoring tools include Apache NiFi, Databricks, Acceldata, Apache Kafka, Azure Data Factory, and Google Cloud Dataflow. These tools offer real-time monitoring solutions, enabling companies to seamlessly integrate data from multiple sources, monitor fluctuations, and respond quickly to disruptions.