Organizations rarely wake up one morning and discover they are in chaos. More often, it shows up gradually — a deliverable date starts slipping, a key team member stops responding, or a metric that normally trends steady suddenly looks “off.” By the time symptoms surface, work may already feel like a hamster wheel of fire drills. In my experience, the clearest path from chaos to clarity begins with something simple: using customer and operational data to understand what is re