Why OEE Dashboards Don’t Improve OEE
Most manufacturing plants already track OEE. They have dashboards. They have charts. They have daily, weekly, and monthly views. Yet OEE still doesn’t improve. This creates a quiet frustration
Why 72% of Manufacturing Leaders Still Rely on Yesterday’s Data to Make Today’s Decisions
Most manufacturing leaders don’t believe they are making poor decisions. They believe they are being careful. They review reports. They wait for numbers to settle. They confirm results before
What Decision-Ready Analytics Means for Manufacturing Leaders
Most manufacturing CIOs don’t struggle with data. They struggle with what to do next. Every plant already has reports. Every leadership team already has dashboards. Every Monday meeting already has
Why Most Analytics and AI Initiatives Never Reach Operations
For more than a decade, organizations have invested heavily in analytics platforms, data engineering, and now artificial intelligence. The promise has always been the same:
Why Most AI Initiatives Fail Without Strong Data Engineering
AI has quickly moved from experimentation to expectation. Across industries, leadership teams are no longer debating whether they should invest in AI. Instead, they are
Why Accelerators Beat Big Transformations for Analytics and AI
For years, analytics and AI progress have been framed as a transformation problem. Large roadmaps. Multi-year programs. Enterprise-wide redesigns. Centralized platforms meant to “solve analytics
Microsoft Fabric Is Not a BI Upgrade. It’s an Operating Model Shift.
One of the biggest misconceptions about Microsoft Fabric is that it is simply a more integrated version of traditional BI and data platforms. That framing
From Dashboards to Decision Automation: The Real Analytics Maturity Model
Most leadership teams today don’t suffer from a lack of data. They suffer from hesitation. Dashboards are everywhere. Reports are refreshed daily. KPIs are reviewed
Data Engineering vs Data Analytics vs AI: What Comes First?
Should we invest in data engineering first, data analytics first, or AI first? This is a question that reveals a deeper problem. On the surface,
From Gut Feeling to Data-Driven Decisions: What Actually Changes
Almost every leader today says they want to be data-driven. But if we look closely at how decisions are actually made inside organizations, a different story often emerges. Most decisions
