Description
Bullying Decoder redefines the schooling experience by addressing one of its most overlooked challenges, verbal bullying. Powered by AI, it transforms unused CCTV audio feeds into intelligent, insight driven environments, going beyond what schools can see to understand what students experience. Without adding new infrastructure, it activates audio feeds to analyse tone, repetition, and emotional intensity across multiple classrooms simultaneously. These inputs are converted into a structured, easy to use dashboard that maps behavioural patterns at grade levels. This enables counsellors to move beyond generic, low impact sessions and adopt targeted, age appropriate interventions that support student wellbeing. More than a momentary fix, it fosters a sustained sense of safety, emotional security, and understanding, creating classrooms that are responsive, adaptive, and emotionally aware, moving a step closer to modern schooling experience.
