Phase 0 — Foundation & Validation
$4,500 · 3–5 daysLicensing risk removed, architecture locked, clickable UX approved by you and CJ.
- Data source licensing memo for all 9 sources
- Technical architecture doc + deployment diagram
- Database schema + scoring model spec
- Clickable Figma of Phase 1 UX
- Infrastructure plan + monthly cost estimate
- Greenlight package: you decide Phase 1A scope
Deliverable · Phase 0
Data Source Licensing Memo
Prepared for Trent Barton · Apr 2026
CMS Physician Compare
Public API + bulk download · Federal public domain
Florida Medical Board
Scrape / API · State ToS review
HHS OIG Exclusions
Bulk download · Public domain
HEDIS (NCQA)
Licensed dataset · Commercial license likely
NCQA / CAQH ProView
API · Data-use agreement required
NSQIP (ACS)
Hospital-participant only · Likely unusable
ZocDoc
No API · Scraping likely violates ToS
Reddit
Paid API ($0.24/1K calls) · Non-authoritative
State Boards (49 states, Phase 3)
Per-state ToS review
Recommendation: Ship Phase 1A on CMS + FL Board + HHS. Defer HEDIS/NCQA to Phase 1.5 pending commercial terms.
Licensing memo — your document to share with counsel or investors.
Deliverable · Phase 0
System Architecture
Deployment diagram — one shared API, web-first, mobile-ready.
Phase 1A — Proof of Concept
$9,500 · 1–1.5 weeks Fits the $10K budgetWorking FL proof-of-concept: search, score, report. Deployed staging URL, no paywall yet.
- Django API + PostgreSQL/PostGIS skeleton
- CMS + FL Medical Board ingestion (Celery)
- Baseline composite score (risk adjustment in 1B)
- Search by name + state; full physician report page
- Source citations on every data point
- Methodology, disclaimers, privacy, TOS
PhysicianScore · prototype
Find a doctor you can trust,
backed by data.
Physician quality scores sourced from federal and state agencies. No pay-to-play. No opinions.
✓ Data from CMS, HHS, Florida Medical Board
✓ Risk-adjusted scoring
✓ No pay-to-play — ever
Informational only · not medical advice© 2026 PhysicianScore
Landing + search — clear value prop, trust signals above the fold.
4 physicians matching "Chen" in Florida
91
Dr. Sarah Chen, MD
Primary Care · The Villages, FL 32162
82
Dr. Marcus Chen, DO
Primary Care · Lady Lake, FL 32159
67
Dr. Elaine Chen, MD
Primary Care · Wildwood, FL 32163
54
Dr. Robert Chen, MD
Primary Care · Ocala, FL 34470
Search results — score badge, location, license chip at a glance.
91
Composite
Dr. Sarah Chen, MD
Primary Care · The Villages, FL 32162 · NPI 1234567890
License active
No actions on record
FL Board verified
Quality measures (raw)
Diabetes A1c control87%
Colorectal cancer screening78%
Medication adherence (statins)72%
Sources
- CMS Physician Compare — pulled 2026-04-12 · #a3f9c2e1
- FL Dept. of Health, Medical Board — pulled 2026-04-13 · #7b2e11fd
Every data point links to its source record. See Methodology.
Report page — composite score, citations, audit hashes. No score without a source.
Phase 1B — MVP Completion
$18,000 · 2–2.5 weeksProduction MVP: risk-adjusted scoring, benchmarking, payments, auth, nearby doctors.
- Charlson + panel-burden risk adjustment
- CMS Star & NCQA HEDIS benchmarking
- Nearby doctors (PostGIS)
- User accounts (email, Google, Apple)
- Stripe pay-per-report & subscription
- Admin dashboard + evidence audit trail
87
ADJ
Dr. Sarah Chen, MD
Primary Care · The Villages, FL 32162
Case-mix adjustment
Charlson Index
2.7
Panel burden
High
Δ adjustment
−4 pts
Benchmarking
A1c control vs CMS Star 75%+12 above
Colorectal screening vs HEDIS 80%−2 below
Kidney health eval in diabetes vs HEDIS 2026 50%at target
Risk-adjusted score, raw/adjusted toggle, gap-to-goal benchmarks.
Radius: 3 miles · 32162
91
Dr. Sarah Chen
0.8 mi · Primary Care
82
Dr. Marcus Chen
1.4 mi · Primary Care
67
Dr. Elaine Chen
2.1 mi · Primary Care
54
Dr. Robert Chen
2.8 mi · Primary Care
Nearby doctors — PostGIS radius query, map + ranked list.
67
Dr. Elaine Chen, MD
Primary Care · Wildwood, FL 32163
Summary
- Mixed performance across 4 CMS quality measures
- No disciplinary actions on record
Full quality measures
Unlock the full report
All measures, disciplinary history, source records, audit trail.
Stripe · Apple Pay · Google Pay
Paywall — lower half blurred, clear two-tier offer.
PhysicianScore
Sign in
Save searches, get alerts, unlock reports.
or
By continuing you agree to the Terms & Privacy Policy.
Auth — email, Google, Apple Sign-In (required by Apple if social login exists on iOS).
Phase 2 — Mobile + Patient Engagement
$32,000 · 3–4 weeks + store reviewiOS + Android apps, patient-facing care gaps, internal ops tooling.
- React Native / Expo iOS + Android apps
- Apple IAP + Google Play Billing reconciled
- Saved searches + history
- Care Gap Summary (patient-facing)
- Care Gap Worklist (internal)
- Community signal layer (non-authoritative)
The Villages, FL
Find a doctor
Top rated near you
91
Dr. Sarah Chen
0.8 mi · Primary Care
82
Dr. Marcus Chen
1.4 mi · Primary Care
67
Dr. Elaine Chen
2.1 mi · Primary Care
54
Dr. Robert Chen
2.8 mi · Primary Care
Search
Saved
Account
Mobile search with bottom nav.
< Back
91
Dr. Sarah Chen
Primary Care · 32162
Overview
Measures
History
Sources
License
Active · FLDisciplinary history
None on record.
Top performance
A1c control 87% · +12 above CMS Star
Watch items
Medication adherence 72% · below target
Mobile report — tabbed, thumb-friendly.
Care Gap Summary
For Dr. Sarah Chen's patients
Plain-language summary · not medical advice
✓ Preventive care
On track. Screening rates above CMS targets.
! Chronic disease follow-up
2 gaps noted: medication adherence check-ins below national average.
✓ Post-discharge follow-up
Readmissions at or below expected for panel mix.
Bring this summary to your next appointment if you'd like to discuss it.
Patient-facing care gap summary — warm tone, color-coded.
Account
Your saved physicians
91
Dr. Sarah Chen
Viewed 2 days ago
82
Dr. Marcus Chen
Viewed 5 days ago
67
Dr. Elaine Chen
Viewed 1 week ago
54
Dr. Robert Chen
Viewed 2 weeks ago
Search
Saved
Account
Saved searches + history.
Care Gap Worklist Internal Ops Tool — not consumer facing
● 12 High● 34 Med● 58 Low
| Patient ID | Tier | Gap | Physician | Days open | Assigned | Status |
|---|---|---|---|---|---|---|
| PT-48219 | High | A1c overdue (180d) | Dr. R. Chen | 42 | J. Patel | In progress |
| PT-48102 | High | Post-discharge call missed | Dr. E. Chen | 14 | J. Patel | Queued |
| PT-47993 | Med | Colorectal screening | Dr. S. Chen | 7 | — | New |
| PT-47920 | Med | Statin adherence < 80% | Dr. M. Chen | 21 | S. Nguyen | Closed |
Internal Care Gap Worklist — risk-tiered, assignable, closure tracking.
Phase 3 — AI Assistant & Expansion
$28,000 · 3–4 weeksThe AI assistant you loved — plus multi-specialty, limited background check, and multi-state rollout.
- Conversational AI assistant for elderly patients (voice + text)
- Retrieval-augmented over your scored data — cites sources
- Additional specialties: dentists, optometrists, chiropractors, surgeons
- Limited civil/criminal check (alcohol/drug/financial — compliance review required)
- Multi-state medical board coverage
- EMR integration spike (scoping for Phase 4)
Hero feature · Phase 3
Conversational assistant designed for seniors
Large type. High contrast. Voice-first. Every answer cites the federal or state dataset it came from.
Assistant
Hi, Margaret
I'm here to help. Would you like me to look up your cardiologist?
Yes, Dr. Sarah Chen please.
Dr. Sarah Chen scores 91/100. Her license is active in Florida with no disciplinary history.
Sources: CMS, FL Board
Would you like me to read that aloud?
Speak or type…
●
Warm voice-first conversation for elderly users.
Assistant · Listening
Looking up…
●
Dr. Sarah Chen
Searching CMS + FL Medical Board…
Voice lookup in progress — clear, unhurried feedback.
Find a provider — all specialties, all states
Multi-specialty, multi-state search with opt-in background-check scope.