A comprehensive mobile health intervention to prevent and manage the complexities of opioid use

•Multi-functional opioid M-health interventions for patients and other stakeholders.•O-INT addresses three-level prevention and overdose detection and response.•Analytical modeling results show specific preferences for intervention functions.•The Opioid Cube visualizes opioid states and influencing and interacting factors.