Cirql One Blog
Fresh ideas, deep insights, and real talk—that’s what our blog is all about. No fluff, just content that matters.
Recent Posts
Decision Debt: Why Digital Transformation Keeps Stalling “Let’s do the Brownfield conversion now. We’ll deal with the data later.” I heard this sentence so many times. It sounds pragmatic. Rational...
AI models may work. They predict demand spikes, optimize inventory, even suggest pricing adjustments. But then the CFO asks the question that stops everything: “Can you show me exactly how this...
AI moves at breakneck speed. SAP keeps your business steady. The real question: are you building your SAP-AI strategy for today’s race, or for the one that starts tomorrow? The answer decides whether...
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 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...
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:...
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...
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...
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...