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$ bfilabs --init healthcare-ai-lab

Healthcare AI Lab

The technology sandbox of BFI Consulting Group. Explore interactive tools, live dashboards, and production-grade AI analytics — all built on real federal healthcare data.

SYSTEM ONLINE
TOOLS: 5 ACTIVE
DASHBOARDS: 10 LIVE
DATA SOURCES: 11 FEDERAL
CHARTS: 74+ INTERACTIVE
DATASETS: CMS • CDC • HRSA • NOAA • CENSUS
AI ENGINE: OPERATIONAL
LAST UPDATE: --
SYSTEM ONLINE
TOOLS: 5 ACTIVE
DASHBOARDS: 10 LIVE
DATA SOURCES: 11 FEDERAL
CHARTS: 74+ INTERACTIVE
DATASETS: CMS • CDC • HRSA • NOAA • CENSUS
AI ENGINE: OPERATIONAL
LAST UPDATE: --

Six AI-powered analytics modules

Each module is production-grade, built on real data, and ready to deploy. Powered by AI, led by 20+ years of Fortune 10 healthcare expertise.

01 MODULE

Risk Adjustment

AI-powered HCC coding optimization, RAF score analysis, and risk-adjusted revenue optimization. Identify missed diagnoses and maximize CMS submissions.

02 MODULE

Quality & STARS

Medicare Star Ratings analytics with HEDIS tracking, member-level gap analysis, and predictive quality scoring. Paired with operational playbooks.

03 MODULE

Population Health

Predict patient outcomes and readmission risks before they happen. Identify at-risk populations and intervene with precision care pathways.

04 MODULE

Decision Support

Customizable dashboards guiding operational efficiency, financial performance, and clinical excellence. Your data, your way.

05 MODULE

Forecasting

Predictive medical cost trend modeling and revenue forecasting. Anticipate cost drivers, model scenarios, plan with confidence.

06 MODULE

Value-Based Care

End-to-end analytics powering your shift from fee-for-service to value. Measure outcomes, close care gaps, optimize shared savings.

Interactive analytics tools

Try our tools directly in the browser. Simpler tools are embedded below — complex tools open in their own dedicated workspace.

hcc-risk-calculator.ai
Live

HCC Risk Calculator

Estimate RAF scores based on patient demographics and HCC condition categories.

RAF Score: 1.482
Full Calculator ↗
mlr-modeler.ai
Live

MLR Quick Modeler

Calculate Medical Loss Ratio and evaluate ACA compliance thresholds in real time.

MLR: 85.0% ✓ Compliant
Full Modeler ↗
stars-simulator.ai
Live

STARS Rating Simulator

Model the impact of HEDIS measure improvements on your overall Star Rating. Adjust individual measures and see aggregate score changes in real time.

★★★★
CURRENT SIMULATED RATING: 4.0
Launch Full Simulator ↗
coding-roi.ai
Live

Coding ROI Calculator

Quantify the financial impact of improved HCC coding accuracy. Model revenue uplift from coding rate improvements across your Medicare Advantage population.

CODING LIFT
+12%
REVENUE IMPACT
$2.4M
Launch Full Calculator ↗
risk-stratification.ai
Live

Population Risk Stratification Engine

Segment your patient population into risk tiers using clinical, demographic, and utilization data. Identify high-risk cohorts, target interventions, and track tier migration over time.

LOW 62%
MED 24%
HIGH 14%
Launch Full Engine ↗

Production-grade live dashboards

10 dashboards built on 11 real federal datasets. Every chart tells a story backed by actual CMS, CDC, HRSA, NOAA, and Census data.

Built on real federal data

Every insight is grounded in actual government datasets — no synthetic data, no estimates. Production-grade analytics you can trust.

0
Integrated federal datasets powering every dashboard
0+
Interactive charts and visualizations
0
Production dashboards live and operational
CMS Claims Data
CMS Star Ratings
CDC Health Data
HRSA Provider Data
NOAA Weather Data
U.S. Census Bureau
CMS Cost & Spending
Medicare PUF Files
Provider Performance
Hospital Compare

Ready to bring this into your organization?

BFILABS.AI is the technology arm of BFI Consulting Group. Schedule a discovery call and we'll show you how these tools and dashboards can be customized for your needs.

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BFILABS Assistant

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