Controlling

Conformity with the EU’s AI regulation does not automatically lead to AI acceptance. For companies developing or applying AI it is therefore key to establish congruence with societal values and create Public Value to gain legitimacy. Measuring and...

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...

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...

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...

The ongoing trend towards digitalization and the use of new technological opportunities presents companies with the challenge of linking compliance and digitalization in order to ensure improved use of the compliance function. This raises the...