Silence Is Golden relied on manual 1-to-1 coaching despite using a science-backed methodology refined over more than a decade. Growth was constrained by the coach's time, making global scale and consistent delivery impossible.

We built a computer-vision automation app that classifies hand movements across defined categories and applies the same evaluation criteria used in live coaching. Expert feedback was translated into automated analysis, enabling app-based delivery without ongoing 1-to-1 sessions.