MedMinder Pro - Medication Adherence Coach

Model: x-ai/grok-4.1-fast

Status: Completed

Cost: $0.091

Tokens: 254,931

Started: 2026-01-05 14:38

06: MVP Roadmap & Feature Prioritization

MVP Definition

MVP: AI-powered mobile app delivering intelligent medication reminders with reason capture and basic personalized interventions for up to 5 meds.

Core Problem Solved: Patients miss doses due to unaddressed root causes like forgetfulness or side effects; MVP captures reasons and suggests simple fixes to boost adherence 2x faster than reminders alone.

Must-Have Features: User auth, Medication input, Intelligent reminders, Reason/snooze capture, Basic interventions (timing/side effect tips).
NOT in MVP: Pharmacy integrations, Caregiver dashboard, ML predictions, B2B reporting, Photo verification.

User Success

90% reminder engagement in Week 1
50% reason capture rate
Improved self-reported adherence >20%

Business Success

100 beta users in Month 1
50% D30 retention
15% freemium to premium conversion

Validation Goals: Test if reason capture + interventions lift retention >40% vs. reminders-only benchmarks.

Feature Inventory (35 Total)

Feature	Description	User Value	Biz Value	Effort	Category
User Authentication	HIPAA-compliant login/signup with biometrics.	High	High	Low	Core MVP
Medication Input	Manual entry of meds, doses, schedules.	High	High	Low	Core MVP
Intelligent Reminders	Push notifications learning user patterns.	High	High	Med	Core MVP
Reason Capture	Snooze with quick reason picker.	High	High	Low	Core MVP
Basic Interventions	AI tips for common reasons (e.g., timing adjust).	High	Med	Med	Core MVP
Weekly Check-ins	30s survey for adherence insights.	High	High	Low	Core MVP
Adherence Dashboard	Progress streaks, PDC score.	High	Med	Low	Core MVP
Freemium Limits	Cap at 5 meds, upsell prompts.	Med	High	Low	Quick Win
Email Reminders	Fallback for missed pushes.	Med	Med	Low	Quick Win
Premium Unlock	Stripe payments for unlimited.	Med	High	Low	Quick Win
Pharmacy Integration	Refill reminders via API.	High	High	High	Major
ML Prediction	Predict misses, optimize reminders.	High	High	High	Major
Caregiver Alerts	Consent-based family notifications.	High	High	High	Major
Smart Home Integration	Alexa/Google voice reminders.	Med	Low	Med	Nice-to-Have

Core MVP: 7 | Quick Wins: 7 | Major: 7 | Nice-to-Haves: 14

Value vs. Effort Matrix

User Auth ●

Reason Capture ●

Freemium Limits ●

Pharmacy Int ○

Caregiver Dash ○

Email Backup ◇

Gamification ×

Low Effort →
High Effort ↓

● MVP

○ Phase 2-3

High Value
↓
Low Value

Feature Prioritization Scores

Formula: Priority = (User Value × 0.4) + (Biz Value × 0.3) + (Ease × 0.3) | P0 >7.5 MVP

Rank	Feature	User	Biz	Ease	Score	Phase
1	Reason Capture	10	9	9	9.6	MVP
2	Intelligent Reminders	10	10	7	9.2	MVP
3	User Auth	9	10	10	9.4	MVP
10	Premium Unlock	7	10	9	8.1	Phase 2

Phased Development Roadmap

Phase 1: Core MVP (Weeks 1-8) - iOS Beta

Objective: Launch functional app validating reason capture lifts retention. Prioritizes HIPAA basics + core loop (input → remind → reason → intervene). Unlocks immediate user value for 50+ beta seniors. Low-code for speed (React Native + Supabase HIPAA).

Feature	Priority	Effort	Week
User Auth	P0	3d	1
Medication Input	P0	5d	2
Intelligent Reminders	P0	7d	3-4
Reason Capture + Basic Interventions	P0	5d	5
Adherence Dashboard	P0	4d	6-7

✔ Functional HIPAA app
✔ 100 beta users
✔ >60% core flow completion
✔ 0 critical bugs

Phase 2: PMF Validation (Weeks 9-16) - Android + Monetization

Objective: Test freemium, add quick wins for retention. Validate 50% D30 via A/B interventions. Expand to Android for broader testing; integrate payments. Target 250 users, 15% conversion.

Feature	Priority	Effort	Week
Premium Unlock (Stripe)	P0	4d	9-10
Weekly Check-ins	P1	3d	11
Email Reminders	P1	2d	12

✔ 250+ users
✔ D30 retention >50%
✔ 15 paid users
✔ NPS >40

Phase 3: Growth (Weeks 17-24) - Integrations

Objective: Scale with pharmacy APIs, caregiver basics. Optimize for viral family sharing. Hit 1K users, $3K MRR via B2C; pilot B2B outreach.

Feature	Priority	Effort	Week
Basic Pharmacy Refills	P0	7d	17-18
Caregiver Consent Alerts	P1	8d	19-20

✔ 1K users
✔ $3K MRR
✔ Viral coeff >0.4

Phase 4: Expansion (Months 7-12)

Objective: Enterprise-ready with ML, full integrations. Target health plans; 5K users, $15K MRR.

ML Engine
Full EHR
B2B Dash

Technical Implementation

Feature	AI/Tools	Complexity	Cost/100 Users
Interventions	GPT-4o prompts	Med	$0.15
Reminders	Claude for patterns	Low	$0.08

Low-Code Savings (HIPAA-Compliant)

Auth: Clerk HIPAA ($25/mo, saves 5d)
DB: Supabase HIPAA ($100/mo, saves 6d)
Payments: Stripe ($0.30/tx)
Total Savings: 20d → MVP in 6w

Component	Monthly/100 Users
AWS HIPAA Hosting	$150
AI APIs	$200
Total	$450 ($4.50/user)

Development Timeline

W1-8: Foundation ██████████ Phase 1

W9-16: PMF ███████ Phase 2

W17-24: Growth ████████ Phase 3

Key Milestones

M1: Foundation (W2)

✔ Auth/DB live
✔ CI/CD

M2: Core (W4)

✔ Reminder flow
✔ AI prompts

M3: Beta (W6)

✔ 50 testers
✔ Analytics

M4: Launch (W8)

✔ 100 users
✔ Feedback sys

Resources

Phase 1	FTE	Phase 2+
Founder Dev + Designer (10h/wk)	1.25	2.5 + Clinical Advisor

Risks & Mitigations

Scope Creep 🟡
Mit: Lock MVP spec W0, parking lot ideas.

HIPAA Delays 🔴
Mit: Use pre-certified stack, advisor review W1.

AI Costs 🟡
Mit: Cache prompts, GPT-4o-mini fallback.

Adoption 🔴
Mit: Senior-focused onboarding, AARP communities.

Burnout 🔴
Mit: Weekly buffers, outsource design.

Launch Plan

Pre-Launch (W6-7)

Landing page + 500 waitlist (senior forums)
Demo video
PH prep

Beta/Public (W8-12)

Staged 100 users
PH/Reddit launch
$1K ads (Facebook seniors)

Success Metrics

Phase 1	Target
Beta users	100
Phase 2
D30 Retention	>50%

Post-MVP Vision

6 Mo: 2.5K users, $10K MRR, Android full.

12 Mo: 10K users, $50K MRR, B2B pilots.

18-24 Mo: Platform w/ EHR/pharma ecosystem, $5M ARR.