Loam · Real-estate intelligence The advisory that changed the industry Vol. I · MMXXVI

We rebuilt how real estate gets built, one seam at a time.

The work runs through many phases and many hands, every one tied to the next. It was too tangled to automate, so we did not. We found the places intelligence actually moves a deal, built the tools for them, and put them in the hands of the firms doing the work. The way the industry underwrites, designs, and finances changed after that.

Practice real-estate AI advisory
Mandate financing · feasibility · design
Engagements $1M–50M developments
Model you own the system
+ hero imageSignature asset · wide, at golden hour
§ 01The thesis
The edge was never the software. Everyone had the software. The edge was the judgment to point it at the one place a deal actually makes or loses money.

We are real-estate people first. We underwrite, we do not just advise, so we can tell what will move a deal from what merely demos well, and which vendor claims are real and which are marketing.

Then we structure the work to pay for itself out of a budget the firm already spends. The intelligence is not a cost line. It is a margin the deal was leaving on the table.

+ full-width imageA district the firm helped finance
§ 02The record

What we changed.

Five places the work used to leak time, money, and judgment, and what they became once the intelligence was installed and owned.

01
Feasibility
Six months, five consultants, a binder no one reads twice.
6 months to 3 weeksZoning in; a buildable massing, three grounded concepts, and a public-sentiment read, feeding the city submission and the investor deck at once.
02
Underwriting
Analysts re-keying T12s and rent rolls by hand.
Hours to minutesDocuments map into the firm's own model, every figure traced to its source line. The analyst checks judgment, not arithmetic.
03
Financing
The 2% design line spent on a deck and gone.
Spent once, owned foreverThe same line buys a system the firm keeps. Every phase after it runs cheaper.
04
Design & massing
Concepts drawn blind to the pro forma.
Pencils before it is drawnMassing tested against the returns as it is shaped, so what reaches the architect already works as a deal.
05
The investor book
An $80k deck, outsourced, out of date on arrival.
In-house, in a dayOne source of truth: reconciled pro forma, brand, and deck, rebuilt the morning the numbers move.
§ 03The work
+ imageFeasibility → financing
+ imageUnderwriting model
+ imageInvestor book
§ 04Method

One discipline, repeated on every seam of the deal.

Not a platform. Not a transformation programme. Three moves, done in order, on one place at a time, then the next place.

01

Find where it actually helps.

The single place in a live deal where intelligence does real good, where the hours and the errors and the leverage actually sit. Not everywhere. One place.

02

Build the tool for it.

Built to fit how the firm already works, so it removes a handoff instead of adding one. Proven on the deal before anyone commits a dollar to it.

03

Teach the people who run the work.

Put it in their hands and train them until it is simply how they work. A tool nobody trusts changes nothing. The adoption is the whole point, and they own it.

§ 05Principals

The people in the room.

+ portrait
Name
Founder · Underwriting
One line on why this person moves a deal.
+ portrait
Name
Partner · Development
One line on why this person moves a deal.
+ portrait
Name
Partner · Intelligence
One line on why this person moves a deal.
+ portrait
Name
Advisor · Capital
One line on why this person moves a deal.
§ 06Engagements
2026
A 320-unit multifamily developer
Feasibility rebuilt as a system the team runs itself.
Quarter to fortnight
2026
A private equity sponsor
Rent-roll and T12 ingestion wired into their live model.
Cited to source
2025
A mixed-use operator
The institutional investor book, brought fully in-house.
$80k to owned
2025
A ground-up development shop
Massing tested against returns before design began.
Priced at concept

Representative engagements · references on request

Enquiry

Bring us the next deal. We will show you the leverage already inside it, before you decide to build with us.

We take a small number of firms each year. The first conversation is an audit of one live deal, not a pitch.

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