SensoryLoop

SensoryLoop is a mobile + web app for special education teams and families to log sensory triggers, interventions, and outcomes in real time—without turning teachers into data clerks. Staff can tap quick codes (noise, transitions, peer conflict, task demand), add a 10-second note, and mark what intervention was used (break, headphones, visual schedule, movement). The app automatically summarizes patterns by time, setting, and antecedent, and generates a simple weekly report that can be attached to IEP/504 documentation. An optional AI layer turns messy notes into consistent categories and suggests hypotheses (“spikes during unstructured lunch”) while staying cautious and transparent. The goal isn’t to diagnose—it’s to reduce guesswork and help teams agree on what supports are working, using lightweight evidence that fits into a school day.