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
Waiting for IT's AI masterplan is not an option. SAP customers need to see real value now.
While 95% of AI projects fail to reach production, the problem isn't technical – it's cultural. Semantic...
SAP data already tells a story: structured, traceable, business-relevant. Yet its semantics remain hidden in cryptic tables and configurations. While 95% of AI projects fail, the problem isn't...
Confidence in AI often outpaces competence. While 61% of leaders believe AI is fully implemented, only 36% of employees agree. The Dunning-Kruger Effect reveals the gap: enthusiasm from experimenting...
Over the past nine months, I’ve had the privilege of sitting down with more than 100 executives to explore AI, its strategic value, tactical implementation, and operational implications...
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...
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