01 · Math-First AI Underwriting

Every number computed. Not one of them generated.

Code does the arithmetic. The model makes only the judgment calls, and every judgment is shown so you can overrule it. Documents to a verdict you can defend, in about two minutes.

Ajay Kuckreja, founder of Sugarpine Property Management
$200M+
lifetime revenue from products I led
20+
product lines brought to market
4
patents
2 min
to the verdict on RVP Underwriter
Working together

How I work with firms.

01 · Underwriting Standard

I install your standard

Start with two of your live deals, underwritten to your rules, back in seven business days and credited toward deployment. Then I install your standard: your process, a configured engine, a trained team.

See how it works →
02 · Acquisition Partner

I join your acquisitions team

For sponsors and capital partners who want an operator on the acquisitions team, from first lead to closing. Sourcing, underwriting, offer structure, diligence, close.

How partnership works →
03 · RVP Underwriter

Run a deal yourself

The engine, made self-serve. Drop in the OM, T-12 and rent roll. Normalized NOI, three offer structures, and a verdict in about two minutes. Free to start.

Open RVP Underwriter →
Calibration

Before go-live, it has to agree with you.

An engine that does not reproduce your own past decisions is not your standard, it is someone else's. So before anything goes live, I run it against deals you have already closed or passed on, and it has to clear this bar.

9 of 10
decisions match the call your team actually made
8 of 10
land within 3% of your normalized NOI
Zero
false GO results, without exception
A false no costs you an opportunity. A false yes costs you capital. Those two errors are not worth the same, and the bar is not symmetric because of it.
Why me

Two halves that rarely show up together.

The engine

I build the machine that decides the same way twice

For twenty years I turned underperforming product portfolios into performing ones and built the systems that made the fix repeatable, including a 30% cut in time to market. Finding the few variables that decide an outcome, then making the process compute them identically every time, is the work I have always done.

The signature

I have made the call with my own money

I invested in real estate that whole time, with my own money, including an RV park I bought, operated for two years and sold. Software can compute a number. It cannot stand behind one. I do both, and my name goes on the standard.

The engine

Same documents, same answer, every time.

Run the same deal twice and the numbers do not drift, because a formula produced them rather than a sentence. Every adjustment carries the reason it was made, and the whole chain exports, so you can hand the reasoning to a partner or a lender instead of asking them to take your word for it.

See how the engine works
Where I work

RV and outdoor hospitality. Manufactured housing. Self-storage. Small multifamily. Net lease. Small-balance commercial.

The asset classes most tools skip.

Underwriting you can argue with

Let's find out where your standard actually lives.

Thirty minutes. Bring a deal you are torn on, or the last one your team disagreed about.