Analyzing smart device data to unlock global growth for Bellabeat. This case study reveals that standard "step-counting" goals fail to engage 72% of users. Using SQL and R, I identify a massive "Low Activity" market opportunity and propose the "Active Companion" strategy: a pivot from passive tracking to AI-driven, personalized motivation that prioritizes efficiency over volume.