Medication Schedule Loaded
The nurse learns exactly what to remind, and when.
- 4–9: Meds per elderly patient (average daily count)
- ~50%: Non-adherence rate (chronic conditions)
- ~10%: Preventable ER visits (linked to missed doses)
- <5 min: Setup time per patient (schedule import)
Where the schedule comes from
Prescriptions, pharmacy records, and doctor notes feed the plan.
Dose timing, food rules, and refill dates all load together.
Why timing precision matters
Some drugs need steady blood levels to stay effective.
Personalizing the plan
Wake time and meal habits shape reminder timing.
Reminder Sent At Dose Time
A gentle nudge arrives right when the pill is due.
- 3: Reminder channels (voice, app, smart speaker)
- +30%: Missed-dose recall lift (vs. no reminder)
- 4 min: Median response time (after alert fires)
- 10 min: Snooze option (grace window)
How the alert fires
A scheduled trigger pings the patient device instantly.
Tone and wording stay calm, never alarming.
Escalation logic
A second reminder follows if the first goes unanswered.
Caregiver visibility
Family members can see reminders in real time.
Dose Confirmation Requested
The patient taps or speaks to confirm the dose was taken.
- 2: Confirmation methods (tap or voice reply)
- Yes: False-confirm safeguard (photo/voice checks)
- ~78%: Avg confirm rate (engaged users)
- 30 min: Missed-dose flag delay (before alert)
Simple yes/no capture
One tap records taken, skipped, or delayed.
A missed confirmation quietly alerts a caregiver.
Reducing friction
Voice replies work for low-dexterity patients.
Data logged instantly
Every response timestamps into the adherence record.
Side-Effect Check-In
The AI briefly asks how the patient is feeling today.
- 12+: Common symptoms tracked (nausea, dizziness, etc.)
- ~20 sec: Check-in length (short voice prompt)
- Instant: Severe-symptom escalation (routes to clinician)
- ~1 in 4: Report rate (doses trigger a note)
Open, low-pressure prompt
A single question invites any new symptom.
Free-text and voice replies are parsed for severity.
Triage logic
Mild notes log quietly; severe ones alert staff.
Trend building
Repeated symptoms build a pattern over days.
Adherence & Safety Tracking
Weeks of data become one clear adherence trend.
- Daily: Adherence dashboard (auto-updated view)
- <80%: Clinician alert threshold (triggers outreach)
- ~20%: Hospitalization reduction (with active tracking)
- 1–30 days: Longitudinal window (configurable range)
Rolling adherence rate
Confirmed doses over reminders sent, tracked daily.
A sustained dip below target notifies the care team.
Side-effect correlation
Symptom reports get matched against dosing days.
Care team handoff
Trends export into the clinician review queue.