This white paper addresses low AI and EdTech adoption among Filipino public school educators by applying behavioral science to drive digital transformation. Using predictive models (explaining 93% of AI adoption variance), clustering, and segmentation, it identifies four educator personas — Digital Trailblazers, Cautious Adopters, Traditional Navigators, and Digital Skeptics — each with distinct usage patterns, motivations, and barriers.