CohortSecure

HIPAA-safe cohort analysis for patient outcomes at enterprise scale.

Score: 7.4/10FranceMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Enterprise healthtech teams lack HIPAA-compliant data analytics tools that scale effectively for large patient datasets without sacrificing security or performance.

Solution

CohortSecure lets teams define patient cohorts via simple filters and track outcomes over time with privacy-preserving computations. It handles massive datasets with federated querying to avoid data movement. Generates compliance-ready reports with differential privacy baked in.

Target Audience

Enterprise healthtech teams managing large patient datasets

Differentiator

Pre-built health metrics library (e.g., readmission rates, survival curves) with one-click cohort segmentation.

Brand Voice

supportive

Features

Cohort Builder

must-have18h

Filter patients by demographics, diagnoses, treatments via UI.

Outcome Tracking

must-have15h

Visualize retention, events over time (Kaplan-Meier plots).

Privacy Controls

must-have12h

k-anonymity checks and noise addition for aggregates.

Report Generator

must-have10h

Export cohort insights as HIPAA-compliant PDFs.

Data Connector

must-have14h

Direct connect to EHRs via secure APIs.

Alerting

nice-to-have8h

Notify on cohort trend changes.

Collaboration

nice-to-have6h

Share cohorts with teams.

ML Predictions

future25h

Risk scores on cohorts.

Total Build Time: 108 hours

Database Schema

organizations

ColumnTypeNullable
iduuidNo
nametextNo
created_attimestampNo

Relationships:

  • users.org_id -> organizations.id

users

ColumnTypeNullable
iduuidNo
org_iduuidNo
emailtextNo

Relationships:

  • organizations.id -> org_id

cohorts

ColumnTypeNullable
iduuidNo
org_iduuidNo
nametextNo
filterstextNo
metricstextNo

Relationships:

  • organizations.id -> org_id
  • reports.cohort_id -> cohorts.id

data_connections

ColumnTypeNullable
iduuidNo
org_iduuidNo
typetextNo
credentials_hashtextNo

Relationships:

  • organizations.id -> org_id

reports

ColumnTypeNullable
iduuidNo
cohort_iduuidNo
resultstextYes
generated_attimestampNo

Relationships:

  • cohorts.id -> cohort_id

API Endpoints

POST
/api/cohorts

Create new cohort

🔒 Auth Required
POST
/api/cohorts/:id/analyze

Run analysis

🔒 Auth Required
POST
/api/connections

Add data connection

🔒 Auth Required
GET
/api/reports/:id

Download report

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + shadcn/ui + D3.js
Backend
Supabase Edge Functions
Database
Supabase Postgres (HIPAA)
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
Privacy engine with OpenDPEHR APIs like Epic/FHIR

Build Timeline

Week 1: Auth and connections

35h
  • DB setup
  • Data connectors
  • Basic UI

Week 2: Cohort builder

40h
  • Filter UI
  • Preview logic

Week 3: Analysis engine

40h
  • Privacy computations
  • Viz charts

Week 4: Reports and polish

35h
  • PDF gen
  • Payments
  • Testing

Week 5: Beta features

20h
  • Alerts stub
  • Launch prep

Week 6: Optimization

15h
  • Performance tweaks
  • Docs
Total Timeline: 6 weeks • 185 hours

Pricing Tiers

Free

$0/mo

Basic metrics

  • 3 cohorts
  • 100k patients

Pro

$25/mo
  • Unlimited cohorts
  • 1M patients
  • Advanced metrics

Enterprise

$199/mo
  • Unlimited scale
  • Custom privacy
  • SLA

Revenue Projections

MonthUsersConversionMRRARR
Month 11513%$50$600
Month 612018%$540$6,480

Unit Economics

$60
CAC
$720
LTV
4%
Churn
88%
Margin
LTV:CAC Ratio: 12.0xExcellent!

Landing Page Copy

Unlock Patient Cohorts Securely and at Scale

HIPAA-compliant analysis for outcomes research without data risks.

Feature Highlights

One-click health metrics
Privacy by design
EHR integrations
Trend alerts

Social Proof (Placeholders)

"'Perfect for our research teams.' – Research Org"
"'Compliance gold standard.' – Clinic Director"

First Three Customers

Target cohort analysis needs via LinkedIn searches for 'patient outcomes analyst healthtech', DM with free Pro access. Join HealthTech Twitter spaces. Email list from HIMSS attendee directory.

Launch Channels

Product Huntr/datasciencer/healthITTwitter #HealthTechBetaList

SEO Keywords

HIPAA cohort analysispatient outcomes toolsecure health cohortsdifferential privacy health dataEHR cohort analytics

Competitive Analysis

Enterprise contracts
Strength

Large network

Weakness

No self-serve, slow

Our Advantage

SaaS speed + privacy focus

🏰 Moat Strategy

Network effects from shared anonymized cohort benchmarks.

⏰ Why Now?

Value-based care mandates outcome tracking with new CMS rules.

Risks & Mitigation

technicalmedium severity

Privacy computation overhead

Mitigation

OpenDP optimizations, tiered compute

legalhigh severity

Data connector compliance

Mitigation

Partner with certified FHIR gateways

Validation Roadmap

pre-build5 days

Survey 15 analysts on cohort pains

Success: 80% cite scale/privacy issues

mvp28 days

Beta with 5 teams

Success: 3 reports generated/week

Pivot Options

  • General privacy BI
  • Focus on research orgs
  • Integrate with specific EHRs

Quick Stats

Build Time
185h
Target MRR (6 mo)
$800
Market Size
$3000.0M
Features
8
Database Tables
5
API Endpoints
4