mettleAI predicts substance abuse and overall mental health regressive behaviour before it happens using a predictive model created with ML/AI. The algorithm evaluates human inputs, behavioural data, and wearable statistics to provide a prediction for the risk of a relapse. Healthcare providers are empowered with real-time analytics to make informed decisions, addressing those who are most at risk all while personalizing the treatment plan for each individual.