No login · No sales call required

Don't take our word for it. Run it.

Every claim on this site is testable before you spend a dollar or book a minute. Two demos run right here in your browser; two more run live in a working session on request.

Two AI employees, live on this site.

Benchmarking Analyst Live now

MSSP ACO Benchmark

Look up any of the 476 ACOs in the CMS PY2024 Public-Use File — or enter your own numbers privately — and see financial and quality performance ranked against peer cohorts, including the regional competitors sharing your service area. AI-narrated findings on demand.

476 ACOs · 19 financial metrics · 21 quality measures · 6 peer cohorts incl. regional · computation runs in your browser
Open the Benchmark →
Conversational layer · all roles Live now

Ask BFILABS

How our AI employees communicate: ask plain-English questions about a synthetic 25,000-life ACO and get charts, numbers, and the next move — the same conversational layer that fronts every agent role.

Synthetic dataset · risk adjustment, quality, stratification, forecasting
Start Asking →

Two more roles, shown on request.

These run on richer datasets and interactive dashboards — best experienced live, on your questions, in a 30-minute session.

Market Strategist

Avoidable Utilization Atlas

All 3,198 US counties ranked by avoidable-hospitalization opportunity — $6.5B in addressable Medicare spend quantified from public CMS and CDC data, with an AI analyst that answers market-strategy questions.

Book a session and bring a market you're curious about.
Care-Gap Closer

Care Manager Co-Pilot

Predictive panel triage on a synthetic population: 90-day risk scoring, per-patient intervention recommendations, and AI-drafted outreach scripts — the full care-gap workflow, end to end.

Book a session and we'll run a panel live.

Browser calculators for VBC teams.

Quick, single-purpose tools we built along the way. Free forever, no login, and no data ever leaves your browser.

HCC V28 Calculator

Model RAF under V24, V28, and the blend years — see exactly what the transition does to your capture.

Open →

Star Rating Simulator

Simulate measure-level changes and watch the overall Star Rating respond.

Open →

Coding ROI Calculator

Size the revenue impact of documentation-accuracy improvement on your panel.

Open →

Risk Stratification Demo

See how a panel splits into actionable risk tiers — and what each tier costs.

Open →

MLR Modeler

Stress-test medical loss ratio scenarios across membership and trend assumptions.

Open →

HCC Implementation Planner

A structured planning guide for standing up a prospective risk-capture program.

Open →

All calculators are educational tools using published CMS methodologies — validate against your own actuarial analysis before making decisions.

Ran the demos? Now bring a real question.

A 30-minute working session: your actual operational question, a live agent producing real output while you watch.

Book a Working Session