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Why Local-First?

HIPAA Compliance

Cloud-based calculators require BAAs, data encryption in transit, and trust in third-party infrastructure. Local deployment eliminates these concerns entirely.

Data Sovereignty

Your patient data stays on your servers, behind your firewall. No data ever leaves your network — not even anonymized.

Zero Latency

Process thousands of patients in seconds without internet dependency. Works offline, on-site, anywhere your network reaches.

Architecture

Your Data. Your Network. Your Control.

The BFILABS.AI HCC Calculator runs entirely inside your firewall. No cloud. No external API calls. No data leaves your building.

YOUR NETWORK EHR / Claims Your patient data ICD-10 codes BFILABS.AI HCC V28 Calculator Docker / Desktop / Python Risk scores Your Dashboard RAF scores & reports No cloud. No external calls. 100% local.

Production-Ready Risk Calculator

The same V28 engine that powers our public calculator, packaged for your infrastructure.

CMS-HCC V28 Model

Complete implementation of 115 HCCs, 8,019 ICD-10-CM mappings, and all hierarchy rules

9 Model Segments

Community, Institutional, and New Enrollee segments with full coefficient tables

Batch Processing

Upload CSV rosters of 100,000+ patients, get scored results with full breakdowns

Population Dashboard

Risk distribution histograms, top HCCs by prevalence, summary statistics

Built-in Validation

Automated test suite verifies calculation accuracy against CMS reference cases

Plain-English Reports

Human-readable explanations of every score — designed for non-technical staff

Three Ways to Deploy

Choose the option that fits your infrastructure

Docker Container

Best for
IT teams with Docker experience
docker pull bfi/hcc-calculator
docker run -p 8501:8501 bfi/hcc-calculator

• Isolated environment

• Easy updates

• Works on any OS with Docker

• Scales horizontally

⚡ Setup time: 15 minutes

Desktop Application

Best for
Individual analysts or small teams
Download, double-click, done.
Native app for Windows, Mac, Linux.

• No server needed

• Works completely offline

• Automatic updates

• Single-user or shared mode

⚡ Setup time: 5 minutes

Python Package + Web UI

Best for
Data teams who want customization
pip install bfi-hcc
bfi-hcc serve

• Full Python API

• Extend with custom pipelines

• Integrate with existing workflows

• Complete flexibility

⚡ Setup time: 10 minutes
Comparison

Why BFILABS.AI vs. Alternatives

Feature BFILABS.AI Calculator Cloud SaaS Tools Build In-House
HIPAA Compliant by Default Yes BAA Required Depends
Data Never Leaves Network Yes No Yes
CMS V28 Certified Logic Yes Varies 6+ months
Setup Time 1 day 2-4 weeks 3-6 months
Ongoing Cost Fixed license Per-member/month FTE salary + maintenance
Expert Support Included Tiered None

From Demo to Deployment in Days, Not Months

1

Discovery Call

30-minute conversation about your infrastructure, team size, and risk adjustment workflow

2

Live Demo

We walk you through the calculator using your own (de-identified) data

3

Deployment

We install and configure on your servers. Typical setup: 1-2 business days.

4

Training + Support

Hands-on training for your team, plus ongoing support and model updates

Simple, Transparent Pricing

Starter

$2,500
One-time
  • Single-user desktop app
  • CMS-HCC V28 model
  • Email support
  • Annual model updates
Best for individual analysts
See It In Action

Enterprise

Custom
Tailored
  • Full infrastructure deployment
  • Custom integrations
  • Dedicated support engineer
  • SLA guarantees
  • Model customization
Best for large organizations
See It In Action

Ready to Keep Your Data In-House?

Schedule a free demo and see the calculator running with your own data.