Engineering and Digital Transformation with AI
That's not a problem, that's a mess.
A problem has a clear cause and solution. A mess is interconnected, dynamic, and resists being solved in isolation. Think supply chain delays that ripple into customer churn, or tech debt that stifles innovation. Fixing one node rarely helps because the mess simply shifts to another part of the system.
The organizations that thrive treat messes as systems. Instead of chasing piecemeal fixes, they design solutions that look at the whole picture: people, processes, and technology together. McKinsey found that companies applying systemic approaches to digital transformation see up to 45% faster time-to-value compared to incremental fixes.
The takeaway: if your business challenges keep resurfacing in new forms, you may not have a problem, you have a mess. And messes only move when you shift the system.