Vana

For Vana Labs, we explored how to make health data easier to understand and which formats people might use and share. We developed a native iOS demo with interactive cards, 3D visualisations and generated audio. Separately, we explored assistant workflows in a messaging app.

Vana — estimated biometrics with 3D body visualization
Product research
Health data use cases and formats people might want to share.
UX/UI
User workflows, interactive cards and the 3D Lab interface.
Data visualisation
Recovery, goals and activity data, a 3D body visualisation and presentation of Apple Health data.
iOS demo development
A native app with interactive cards, Metal-based 3D reconstruction and generated audio.
AI agent UX
Integrating agents into user workflows, designing conversations and tone of voice, and testing with design partners.
Vana — glass UI cards for recovery, goals, and activity

Data cards

We explored interactive cards for different data: weekly recovery, a longevity estimate and a short update people could share. We worked on presenting measures in the interface and turning them into individual cards for sharing.

3D visualisation and audio

One direction was 3D body reconstruction and estimated biometric measurements from a single photograph. We explored how to present them alongside Apple Health data and designed the 3D Lab interface. We also experimented with user-data-based generated audio for short video updates.

Vana — biometric measurements
Vana — messenger agent insight templates

iOS demo and AI agent UX

The native iOS demo combined interactive cards, Metal-based 3D reconstruction and generated audio. The demo became a basis for further product development.

In parallel, we explored how to integrate an AI agent into messaging workflows, from onboarding to short questions about recovery. We designed conversations, defined the tone of voice and prepared data-based response templates. We tested the workflows with design partners.

Vana — messenger agent chat from onboarding to recovery insight
Client
Vana Labs
Format
Research and demo development (R&D)
Duration
2 months, 2026
Platforms
iOS, messenger assistant workflows