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PillEd

A user-friendly mobile platform tackling polypharmacy, medication nonadherence, and poor health literacy, making medication management safer, smarter, and simpler.

Role

Product Manager

Context

Anderson Product Innovation Challenge

Year

November 2022

Team

5 Members (MD/MBA + MBA)

01 β€” My Contribution

What I Did as Product Manager

As Product Manager and Strategist, I owned problem framing, product vision, and cross-functional coordination across a 5-person team of MD/MBA and MBA candidates.

🎯

Product Strategy

Defined product vision, roadmap, and phased go-to-market strategy. Led competitive analysis that identified the unique OCR + DI + health literacy combination as the primary differentiator.

πŸ“Š

Market Analysis

Conducted TAM/SAM/SOM sizing across the Caregiver and Mother segments. Validated market opportunity through demographic trends and telemedicine growth data.

πŸ‘₯

User Research & Segmentation

Developed three core personas through pain-point analysis. Mapped the end-to-end user journey from onboarding through daily medication management and price comparison.

πŸ’΅

Financial Modeling

Built 5-year revenue projection across three monetization streams (subscription, advertising, transaction fees). Structured cost analysis at $1.2M/year operating budget.

02 β€” Problem

Pharmaceuticals & the American Consumer

Millions of Americans face serious health risks from medication mismanagement. The data reveals a systemic crisis at the intersection of polypharmacy, nonadherence, and low health literacy.

50%

Adults nonadherent to medications as prescribed

30%

Adults 60+ report polypharmacy (5+ medications)

12%

Adults considered proficient in health literacy

$50B

Annual healthcare cost attributed to medication misuse

5th

Leading cause of death in the US from adverse drug interactions

30%

Of all hospital admissions linked to drug interactions

03 β€” Target Users

Who We're Building For

Three distinct user segments with a shared need: reliable, understandable medication guidance.

🀰

"Mother"

Pregnant Β· Seeking medication safety

β€œWill my baby be ok if I take Advil?”

πŸ§‘β€πŸ€β€πŸ§‘

"Caregiver"

Adult Β· No medical training Β· Managing elderly parent

β€œMy dad is on 9 medications. Is it safe for him to take Benadryl?”

🩺

"Healthcare Provider"

Physicians Β· Hospital staff

β€œWhy do I spend so much time reviewing meds with my patients?”

04: Solution

Core Features

PillEd integrates six critical capabilities into a single app, a combination no competitor currently offers.

Click a button below to see each feature in action & tap inside the app to explore interactively. -->

Home

Adherence Dashboard

A personal home screen that surfaces today's medications, recent adherence history, and one-tap access to scanning and scheduling.

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05 β€” User Journey

End-to-End Experience Flow

From onboarding to daily medication management, a seamless, guided experience designed for users with low health literacy.

1

Onboard

Create health profile with medications, conditions, and allergies

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2

Scan Meds

Camera OCR to add medications

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3

Interaction Check

Auto-screen full medication list for drug-drug conflicts

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4

Review Drug Info

Digestible drug details, dosage, and side effects

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5

Set Schedule

Set dosing times & alarms

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6

Receive Reminders

Push notifications at dose time

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7

Track & Shop

History, compare prices, buy

06 β€” Technical Architecture

System Overview

Modular architecture designed for scalability, with dedicated processing modules for OCR, drug interaction analysis, and notification delivery, fed by a multi-source external data layer.

Data Sources

FDA Drug Database
NIH / PubMed Research
Retail Pharmacy APIs
Corporate Partner Data
↓

Data Ingestion

REST API Gateway
FHIR / HL7 Adapter
OCR Scan Pipeline
Image Recognition Module
↓

Processing Engine

Drug Interaction (DI) Engine
Contraindication Analyzer
Drug Info Translator
Notification Scheduler
Auth & HIPAA Layer
↓

Data Storage

User DB
Medication DB
Drug Interaction DB
Schedule DB
Bio Profile DB
AWS S3 Media
↓

Presentation Layer

Mobile App (iOS / Android)
Push Notifications (APNs / FCM)
Medication Dashboard
Price Comparison UI

Tech Stack

☁️Azure App Services
πŸ“¦AWS S3 Storage
πŸ€–TensorFlow OCR Engine
πŸ””APNs / FCM Push
πŸ”’HIPAA + FHIR / HL7
πŸ”Auth0 / JWT Auth
πŸ—„οΈPostgreSQL + Redis
πŸ’ŠFDA Drug API

07 β€” Competitive Landscape

Feature Comparison Matrix

Existing solutions address fragments of the problem. PillEd is the only platform covering all critical capabilities.

FeaturePillEdMediSafe / DosecastUpToDate / MedscapeDrugs.com / Epocrates
Drug-Drug Interaction Checkerβœ“βœ—βœ—βœ—
Contraindication Alertsβœ“βœ—βœ—βœ—
Automation of Alertsβœ“βœ—βœ—βœ—
Drug Schedulingβœ“βœ“βœ—βœ“
Camera Identification (OCR)βœ“βœ—βœ—βœ—
Understandable Drug Infoβœ“βœ—βœ“βœ—

08 β€” Market Opportunity

Market Sizing

Targeting the β€œMother” (4.0M) and β€œCaregiver” (7.3M) segments with a $50/year freemium subscription model.

TAM: $565B
Total market: 11.3M users Γ— $50/yr subscription
SAM: $200.5B
30% caregivers + 40% pregnant willing to download
SOM: $16M
10% caregivers + 5% pregnant actually subscribe

Growth Drivers

90M

Projected adults 65+ by 2050 (up from 46M today)

4,000%

Telemedicine visit growth from 2018 to 2019

$219B

Preventative health market size (2022 projection)

09 β€” Go-to-Market Strategy

Phased Market Entry

A B2B-first approach to build medical credibility before scaling to consumers, reducing CAC by leveraging distribution channels that already have patient trust.

Q1 2023

Hospital Partnerships

Partner with hospitals to optimize medication reconciliation and build legitimacy within the medical community before consumer launch.

Q2 2023

Clinical Channel Expansion

Partner with skilled nursing facilities, obstetricians, and geriatricians to promote app downloads, targeting under-resourced settings with high polypharmacy prevalence.

Q4 2023

B2B Healthcare Retail

Partner with healthcare retail chains to distribute pharmaceutical promotion coupons, attracting price-sensitive new users at scale.

Q1 2025

Product Launch

Full public launch with established medical community trust, validated retail partnerships, and confirmed product-market fit across both primary personas.

Let's Connect

Open to new opportunities

Fintech PM roles, product collaborations, or just a good conversation about building things; I'd love to hear from you.