Based on a maturity assessment, a client's current status-quo of infrastructure as well as data handling is provided. Thus serving as a foundation to create a tailored road-map to its specific needs to empower the next level of data science & machine learning. In light of the assessment results, clear recommendations for action can be formulated for the future.