Working Prototype · Platforms page lists current apps and infrastructure. New platforms get added as they launch.
What We Run · Platforms

Platforms in production.

Apps and infrastructure we maintain across UVA studies. Each platform plugs into a shared backend — new capabilities added for one team become available to all.

Digital Trails App

Our mobile platform for sensing studies and interventions. Collects from wearables, surveys, and on-device sensors. iOS & Android.

MindTrails

Digital mental-health interventions for anxiety and well-being — delivered through the Digital Trails platform across multiple PI-led studies.

Sensing & Environmental

IoT, ambient, and environmental sensors plugged into studies — from indoor air to physical activity monitoring.

More platforms

New platforms launched alongside each study go here. [Coming — placeholder card.]

AI woven into the platforms.

From on-device ML to agentic AI for research workflows — the AI work running across these platforms today and what's coming next.

Agentic AI for studies

Autonomous research assistants that triage participant data, draft summaries, and surface anomalies for PIs to review.

On-device ML

Privacy-first models running locally on watches and phones — for sensing and just-in-time intervention triggers.

Amazon collaboration

Industry-partner AI study launching in summer 2026. [In planning — placeholder card.]

Want to bring a study onto our platform?

Drop us a line and we'll schedule a free consultation.

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