Research

Last reviewed: March 14, 2026

Open research tracks

Genealogy model depth

• generation labeling quality across complex branch merges
• culturally appropriate spouse/guardian relationship variants beyond MVP

Identity and trust

• improved duplicate-member resolution beyond strict phone matching
• secure but low-friction guardianship and proxy verification options

Notification effectiveness

• reminder timing optimization for event participation
• language and tone experiments for higher open/action rates

UX for mixed-age audiences

• readability patterns for elderly users on small screens
• progressive disclosure for complex forms without cognitive overload

Data governance

• retention and archival strategy for old notification and audit records
• export/import standards for long-term clan data portability