Evidence that meets people where they are

Explore the behavioral science behind early drift detection, agentic micro-interventions, and measurement approaches. Access research insights and join ongoing studies to advance mental health support.

Why prevention matters: “early drift” and functioning.

KayAI identifies subtle behavioral shifts before they escalate.

Measurement, not diagnosis


Patterns are summarized through continuous, data-driven monitoring.

Agentic micro-interventions


Brief, actionable strategies enhance user engagement and outcomes.

References


A curated list of key studies in APA format supports our approach.

Open questions


Ongoing research explores new dimensions of early intervention.

Download the research brief or join our study to learn more.

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KayAI uses agentic AI to detect early behavioral changes and deliver practical support, empowering users to manage mental health proactively.

The behavioral science behind early drift detection, agentic micro-interventions, measurement approach, and references