The Platform

The MCDA Precision Epidemiology Engine

Ask a question in plain English. The engine weighs 200+ federal health variables and returns the answer in about ten seconds — rendered as a precision geospatial map. No GIS team, no SQL, no EHR integration. In production on Google Cloud today.

The MCDA ENGINE

Ask in plain English. Get the answer in seconds.

Type a question the way you'd say it out loud — the engine weighs 200+ federal health variables and returns the answer: what's happening, what's coming, and where to act. The map is just how you see it.

200+
Federal health variables
~10 sec

Question to answer

30 days
To live deployment
Zero
EHR integration required
THE Command Center — live product

Live route view, Boston metro — an actual capture from the production Command Center. What you see is what deploys.

The Plan

Three steps from question to field action.

Step 1 — Ask

Type the question you'd ask a colleague

"Where are dual-eligible seniors with high heart-failure risk and no transit access?" Plain English in. No query language, no GIS certification.

Step 2 — See

Get the answer in about ten seconds

The engine weighs 200+ federal health variables into a single precision geospatial answer — down to the neighborhood tile.

Step 3 — Act

Send the field with evidence in hand

Staff the surge, site the clinic, send the field — with defensible outputs your board and agencies can inspect.

What You Get

Built, in production, present tense.

Core

MCDA Precision Epidemiology Engine

Natural-language questions against 200+ federal health variables, returning defensible answers — rendered as precision maps — in roughly ten seconds.

Operations

Command Center

One operating surface, three time horizons: Live — today's dispatch. Forecast — next week's staffing. Growth — next year's markets.

Foundation

Google Cloud, HIPAA-aligned

Vertex AI, Cloud Run, and Cloud SQL under a signed BAA. Patented geospatial analytics at the core.

Deployment

Live in 30 days

No EHR integration project. No data migration. Your team asks its first question inside a month.

See It Live

Ten seconds from question to map. Watch it happen on your geography.

One email, straight to the founder. Name your county — the first map you see will be yours.