Challenges and learnings of SAP DW and reporting tool implementation into an existing technology landscape – architectural factors in selecting appropriate DW and front end tooling options for different use cases End user change management and adoption of new tools and ways of accessing SAP data and analytic. Key Takeaways: • Pros / Cons / Limitations of SAP tools vs other competing reporting tools (specifically PowerBI) • Data warehouse architecture challenges and reflections • Change management insights and challenges for rollout and embedding of new end user methods for data access