TS-005673 — This invention is an AI‑powered chatbot designed to support adolescents at risk for or experiencing substance use disorder involving alcohol, nicotine, or marijuana. Through SMS or app‑based messaging, the chatbot uses large language models to provide real‑time ecological assessments, personalized behavioral reinforcement, and adaptive engagement analytics.