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.

43 supporting records
  • GOAL-2026-02-0008goal · 2026-02-02

    Nutrition goal notes are too sparse for comparison.

  • ASK-2026-02-0014followup · 2026-02-03

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

  • HDQ-2026-02-0005data-quality · 2026-02-03

    Dates are missing for imported notes.

medium

Frame pattern shifts as questions

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

34 supporting records
low

Reinforce supportive routines

Highlight consistent routines as reflection points without making clinical claims.

63 supporting records
  • HDQ-2026-02-0023data-quality · 2026-02-01

    Notes are clear enough for practical reflection.

  • MEAS-2026-02-0011measurement · 2026-02-01

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

  • MEAS-2026-02-0017measurement · 2026-02-01

    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.

45 supporting records
  • MEAS-2026-02-0039measurement · 2026-02-01

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

  • PAT-2026-02-0007activity · 2026-02-02

    Meal-planning entries suggest a practical planning question.

  • ASK-2026-02-0017followup · 2026-02-03

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