End-to-End Automation of Business Reporting with Alteryx and Python

Abstract

The integration of Alteryx and Python revolutionizes business reporting by enabling end-to-end automation, reducing manual effort, and enhancing accuracy. This paper presents a framework combining Alteryx's low-code ETL capabilities with Python's scripting flexibility to automate data ingestion, transformation, validation, and report generation. Performance evaluations demonstrate a 60% reduction in execution time and 95% accuracy in large-scale datasets. Emerging trends like AI-driven analytics and cloud-native architectures are explored, alongside practical recommendations for enterprises.