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.

37 supporting records
  • HDQ-2026-01-0027data-quality · 2026-01-01

    Measurement units are missing from several observations.

  • ASK-2026-01-0006followup · 2026-01-03

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

  • PAT-2026-01-0024activity · 2026-01-04

    Activity log has missing days and unclear labels.

medium

Frame pattern shifts as questions

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

28 supporting records
  • PAT-2026-01-0020activity · 2026-01-01

    Wind-down routine changed across the observation period.

  • MEAS-2026-01-0044measurement · 2026-01-03

    Hydration entries changed after several missing days.

  • ASK-2026-01-0008followup · 2026-01-04

    Schedule context may explain routine changes.

low

Reinforce supportive routines

Highlight consistent routines as reflection points without making clinical claims.

56 supporting records
  • ASK-2026-01-0004followup · 2026-01-01

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

  • GOAL-2026-01-0010goal · 2026-01-01

    Daily movement goal has steady check-ins.

  • MEAS-2026-01-0019measurement · 2026-01-01

    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.

39 supporting records
  • ASK-2026-01-0009followup · 2026-01-01

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

  • ASK-2026-01-0025followup · 2026-01-02

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

  • ASK-2026-01-0026followup · 2026-01-02

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