Timely, reliable, and accurate gathering of data from multiple sources is challenging, no doubt about it. Designing, scheduling, and maintaining ETL pipelines/workflows is crucial to the success of creating actionable data analysis. Applying data validation rules and implementing monitoring to generate alert emails can help ensure issues are addressed promptly and everyone knows when the data is good to go.