APTHealth Analysis Intelligence

Product

Question prompts and data-quality improvements suggested by wellness evidence.

medium

Ask about missing context first

Prompt for dates, units, and notes before comparing wellness observations.

49 supporting records
  • HDQ-2026-03-0002data-quality · 2026-03-01

    Measurement units are missing from several observations.

  • ASK-2026-03-0006followup · 2026-03-02

    Follow-up should first clarify how the profile owner wants to track.

  • ASK-2026-03-0031followup · 2026-03-03

    Follow-up should first clarify how the profile owner wants to track.

medium

Frame pattern shifts as questions

Turn routine changes into neutral prompts about context, schedule, or preferences.

38 supporting records
  • MEAS-2026-03-0013measurement · 2026-03-01

    Hydration entries changed after several missing days.

  • MEAS-2026-03-0052measurement · 2026-03-04

    Hydration entries changed after several missing days.

  • MEAS-2026-03-0005measurement · 2026-03-05

    Hydration entries changed after several missing days.

low

Reinforce supportive routines

Highlight consistent routines as reflection points without making clinical claims.

71 supporting records
  • ASK-2026-03-0004followup · 2026-03-01

    Movement notes show a routine the profile owner may want to continue.

  • MEAS-2026-03-0042measurement · 2026-03-01

    Sleep check-ins are consistent across the recent observation window.

  • MEAS-2026-03-0041measurement · 2026-03-02

    Sleep check-ins are consistent across the recent observation window.

medium

Queue practical follow-up prompts

Create a short list of questions the profile owner can discuss with a qualified professional if needed.

52 supporting records
  • PAT-2026-03-0015activity · 2026-03-01

    Meal-planning entries suggest a practical planning question.

  • ASK-2026-03-0035followup · 2026-03-02

    Profile has enough context for a sleep-routine follow-up prompt.

  • MEAS-2026-03-0023measurement · 2026-03-02

    Movement notes have enough context for a practical follow-up question.