By the end of 2025, most organisations have tried AI. What remains rare is scaling AI into core business processes with measurable outcomes. The Data Masterclass Christmas Edition community call focused on exactly that gap.

The session brought together Michael Gramlich and Alexander Borek (Data Mas...

For decades, long before the "Modern Data Stack" was a marketing term, the promise of Business Intelligence was simple.

Enable data-driven decisions at the speed of thought.

From the early 90s onward, companies invested millions in BI suites, expecting a clear window into their operations. Instead...

Most organisations already use automation and data-driven tools to support everyday decisions. The challenge for data and AI leaders is turning these capabilities into reliable outcomes inside core business processes. Many of these initiatives stall because they never get connected to the systems pe...

By Data Masterclass | April 2025

Executive Summary

Artificial Intelligence has shifted from an innovation edge case to a board-level priority. With LLM performance and intelligence rapidly accelerating, infrastructure maturing, and agent frameworks gaining traction, the nature of “intelligent syst...

The blog article was inspired by Jan Hegewald's question posted to the data community on Linkedin. Thank you!

Operational systems generate data that is immediate but raw and often incomplete, while analytical systems work on enriched, valuable data that is not being utilized in real-time decision-m...

Data Contracts, in essence, aim to establish formal agreements on the structure, content, and management of data between different parties. They promise to enhance data quality, reliability, and interoperability by defining clear standards and expectations. However, the practical implementation and ...