Tim Schulteis implemented various initiatives in datawarehousing, Business Intelligence and analytics, initially mainly focusing on concepts and processes. Observing that the quality of concepts is only a minor success factor in digital transformation he focused on change management and leadership styles. Schulteis built a new and energetic unit at APG covering the total datamanagement playing field, therewith conceiving a new data architecture. Since August 2019 Schulteis is director Group Data Office at APG.