Live AI Demo · Sample ACO

Ask plain questions. Get analytics-grade answers.

Ask BFILABS is a conversational layer over the analytics ACOs actually need — risk adjustment, quality, population stratification, shared-savings forecasting. Type a question, get a chart, a number, and the next move.

This demo runs on a synthetic 25,000-life ACO dataset. The same engine plugs into your data via on-prem or cloud deployment.

AI
Ask BFILABS
Online · v0.9 demo
DATASET: northstar-aco-py26
Ask BFILABS

Hello. I'm a conversational layer over Northstar Care Network's analytics — a 25,310-life provider-owned ACO running MSSP Enhanced Track in PY 2026.

Ask me anything about risk adjustment, quality, population health, shared savings, or operations. Try one of the suggestions below or type your own question.

Press Enter to send · Shift + Enter for newline Demo dataset · not your data

An analytics partner, not a chatbot.

Ask BFILABS sits on top of the same risk-adjustment, quality, population-health, and shared-savings models we build for clients. It runs against your data, in your environment, and explains itself in plain English.

Analytics-grade answers

Every response is grounded in computed analytics — HCC gaps, RAF deltas, PMPM trends, quality measure performance. Not a generic LLM guess.

On-prem capable

Deploys inside your environment. No data leaves your walls. Built for ACOs and health plans operating under strict governance.

Audit-defensible

Every answer carries a methodology trail. Models, assumptions, and data lineage are documented so OIG, RADV, and CMS auditors get a clean answer too.

Founder-led setup

Stand-up is led by a former Fortune 10 healthcare analytics executive — not a junior implementation team. We tune the engine to your contract, your population, your goals.

Ready to point this at your ACO's data?

30-minute strategy session. Bring your three biggest analytics questions; we'll show you what Ask BFILABS would say with your data behind it.

Schedule an ACO Strategy Session