AI Features

Last reviewed: March 14, 2026

This page captures potential AI enhancements after core clan workflows are fully production-complete.

Candidate features

• guided relationship suggestion assistants for admin review
• smart duplicate detection for member onboarding
• natural-language family search (Vietnamese-first prompts)
• ceremony/reminder drafting help based on event history
• profile quality hints (missing key fields, inconsistent dates)

Guardrails

• AI suggestions must remain advisory, not auto-committed
• sensitive edits require role checks and explicit confirmation
• all AI-driven actions should preserve traceable audit context

Delivery prerequisite

Before adding advanced AI features:

• complete events/funds/scholarship UI baseline
• stabilize notification inbox and deep-link flows
• finalize analytics foundations for behavior measurement