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.



behavioral science led

Why prevention matters: “early drift” and functioning.

Measurement, not diagnosis

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KayAI identifies subtle behavioral shifts before they escalate.


Agentic interventions

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Patterns are summarized through continuous, data-driven monitoring.


References

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Brief, actionable strategies enhance user engagement and outcomes.


Open questions

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


Download the research brief to learn more

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Ongoing research explores new dimensions of early intervention.


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