Built at the Lally AI Academy 2026

Stop Losing Patients
to the Gaps

Missing Patients helps community health clinics identify and re-engage patients overdue for care — powered by AI outreach in any language.

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1,800+
Synthetic patients
3
Clinic types
5+
Languages
30
day sprint
How it works

Designed for the clinical workflow

Urgency-Based Prioritization

AI scores every overdue patient by clinical urgency — not just days missed, but days missed relative to their care schedule. Critical patients surface first.

Multilingual AI Outreach

Generate personalized phone scripts in Spanish, Arabic, Mandarin, French and more — automatically, in seconds. Meet patients where they are.

Multi-Clinic Architecture

Built for clinic networks. Each clinic gets isolated data, custom urgency rules, and clinic-type-specific AI behavior — from pediatrics to behavioral health.

Three steps

From data to outreach in minutes

01

Connect your EHR

Import patient data via CSV or Practice Fusion export. No complex integration required — your team is running in minutes.

02

AI identifies the gaps

Our urgency algorithm flags overdue patients by clinical priority. Critical cases surface immediately; low-risk patients are scheduled thoughtfully.

03

Reach out in seconds

Generate personalized scripts, mark contacted, track outreach. Full audit trail per patient, per clinic.

Supported settings

Built for community health

Pediatrics Clinics

  • Well-child visits
  • Immunization schedules
  • Developmental screenings

Family Medicine

  • Annual physicals
  • Chronic care management
  • Preventive screenings

Behavioral Health

  • Therapy appointments
  • Medication management
  • Crisis follow-up
Get started

Request access

This is a demo product built for evaluation. Fill out the form and we'll be in touch.

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Missing Patients by RPI
Built at the Lally AI Academy 2026
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Built with Next.js, Supabase, and Anthropic Claude