Petalz Research

Research on connection, care coordination, and digitally excluded families

Explore evidence-informed work behind Petalz Mosaic, including ambient engagement, caregiver capacity, privacy-aware measurement, and practical pilots with families.

Research areas

Petalz research focuses on practical, observable patterns: what helps people feel connected, what reduces caregiver burden, and what makes a shared care system easier to sustain.

Ambient engagement

How passive and zero-interaction experiences can reduce friction for people who do not use standard apps comfortably.

Read the approach

Caregiver coordination

How shared visibility, roles, tasks, and prompts can help families coordinate care without relying on scattered messages.

See coordination research

How we evaluate Petalz

We avoid broad claims unless the evidence level is clear. Our work looks at measured behavior, structured feedback, and responsible interpretation of non-clinical signals.

User daily experienceConnection, responsiveness, rhythm, and reduced disengagement.
Caregiver capacitySupport, shared responsibility, decision confidence, and overload.
Care system performanceCommunication efficiency, role clarity, routines, and response time.
Responsible designPrivacy, proportional data collection, transparency, and non-clinical use.

Research library

This hub will collect research articles, pilot opportunities, and practical updates as the work develops.

The Science of Connection

An evidence-informed overview of the Petalz research foundation, system hypotheses, measurement framework, and references.

Read article

Pilot Study

Families and caregivers can help shape Petalz through structured product research and feedback.

Join a pilot study

More research coming soon

Future notes will cover case study results, engagement findings, and lessons from real family use.

Talk to our team

Participate in Petalz Research

Help us understand what makes connection easier to sustain

If you are part of a caregiving experience, your perspective can help shape better tools for families, caregivers, and digitally excluded loved ones.