Unlocking SAP Data for AI

SAP Data is Rich but Difficult to Access for AI Use Cases SAP holds decades of business truth, but when AI teams try to reach it, they run into locked doors, long waits, and dead ends. Most enterprises already sit on a treasure trove of structured business data — transactions, financial records, supply chain events, […]

Building the Bridge Between SAP & AI

Enterprises often face the same frustration: AI pilots never seem to graduate beyond experiments, while SAP systems keep running flawlessly in the background. The result? Digital transformation slows to a crawl. The reason is simple: SAP and AI still live on separate islands. To unlock real value, it’s time to build the bridge between them. […]

The Hidden Cost of Losing SAP Context in Enterprise AI Projects

Many organizations begin their AI journey with high expectations: cutting-edge tools, talented data scientists, and ambitious pilot programs. Yet when results fall short, leadership inevitably asks: “Why isn’t our AI delivering the value we expected?” The answer often lies in a critical oversight: losing SAP context when data moves to generic data platforms. Why Generic […]

Smarter Decisions (2/3)

My Process for Clarity Under Pressure    After my last post on decision-making, I got a number of thoughtful questions and I want to use this second post to dive deeper into some of them.  The questions I heard most were:  What are your key takeaways from Daniel Kahneman’s book?  How do you prepare for […]

Smarter Decisions (1/3)

Did I Make the Right Decision – Or Was It Just Luck? How Smart Decision are made and how we judge them Looking back, everything feels so obvious. The player that should have been substituted half-time, the meal choice, the sales person I hired, the discount I gave or the prospect I didn’t call. But […]

Introducing Cirql One

Dear network, I’m excited to announce my next entrepreneurial chapter: the official launch of Cirql One – a Data & AI boutique helping organizations to successfully derive tangible business value from AI. Our particular focus is to be a trusted partner in managing the golden triangle of AI success: People, Data and AI. The past […]