AI-integrated economic development underwriting

See what is changing before the market agrees.

Tubman turns public records into market intelligence for the lenders, developers, brokers, cities and residents deciding what a place is becoming.

What Tubman does

Built by a former JLL and Cresa strategy consultant · Chicago

Market intelligence for your work

Built for everyone deciding what a place is becoming.

Lenders and banks

Screen a market before you commit, and see the streets inside it separately instead of as one average.

Developers and investors

Find where reinvestment is already forming, with the public record standing behind every signal.

Brokers and agents

Walk into a pitch with defensible evidence about a specific corridor, not a general impression of a neighborhood.

Cities and economic development

Point programs, incentives and attention at the places where the measurable case is strongest.

Community development institutions

Make the case for capital in the places a neighborhood-level average quietly writes off.

Residents

The same view of your own block that the capital deciding about it already has.

The core idea

One number for a whole neighborhood hides the thing you are looking for.

Screen an area the way the market usually does and it reads as a single score. Look underneath it and the individual streets can behave nothing like each other, and nothing like the average that covers them.

THE NEIGHBORHOOD AVERAGETHE CORRIDORS INSIDE IT
Illustrative. A neighborhood is scored as one number, but the commercial corridors inside it do not behave as one market. The measured figures for South Shore and Uptown are published in the case studies.

What sets Tubman apart

Three things we do differently.

We measure below the average

A neighborhood is not one market. Tubman scores the corridors and sub-markets inside it separately, because that is where opportunity and risk actually sit.

Built entirely on public records

Permits, licenses, safety records, assessor sales, Census housing. Nothing proprietary, nothing scraped, and every figure traceable back to its source.

Residents see what investors see

The same depth in plainer language, on purpose. Information asymmetry is the thing we are built to close, not a product tier we sell around.

Founding partners

We are early, and choosing who we build with.

Tubman is built by a former JLL and Cresa strategy consultant who spent a career watching capital make decisions about neighborhoods on thinner evidence than anyone would admit. Two full markets are already built and running. We are working with a small number of founding partners, each on their own geography, and the work you see shapes what the platform becomes.

How a pilot works