on complex labor of data preparation and management of unruly digital data and infrastructure. Incorporating best of breed data technologies, including Amazon's Redshift, Panoply.io utilizes machine learning and natural language processing (NLP) to learn, model and automate the standard data management activities performed by data engineers, Analysts and data scientists, saving thousands of code lines and countless hours of debugging and research.