Controlling

Companies must define relevant use cases to create value from data and AI. However, they often lack a holistic understanding of the available options and methodological guidance for prioritizing them.We propose two complementary tools: the Data...

This article explores the Data Mesh approach as a practical way for companies to transition from centralized data architectures to modular, domaindriven data products. Using multiple case studies, it illustrates how controlling departments can...

Knowledge graphs integrate and structure information based on a semantic schema. They enable reasoning to derive new insights, reveal hidden patterns, and support data exploration through visual representations. This article presents three use cases...

This article presents a data storytelling approach tailored to controlling. It structures storytelling patterns into three thematic areas: performance, risk, and strategy. Controllers can expand on the presented patterns or adapt them to their...