Post Mundane · Real-estate intelligence The AI your competitors haven't turned on Vol. I · MMXXVI

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

The tools already exist. Almost no one's turned them on. We find the leverage, install it, and train the team that runs it.

§ 01 · The thesis
The edge was never the software. Everyone has the software. The edge is the judgment to aim it, and the specialists who actually adopt it.

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.

The tools already exist. Almost no one adopts them, because software a team does not trust changes nothing. Our work is the adoption: we put the intelligence in the hands of your specialists and train them until it is simply how they work.

We find the leverage, put the right tool in place, and upskill the team that runs it.

§ 02 · The leverage

Where the work leaks — and what it becomes.

Five places every development leaks time, money, and judgment, and what each becomes once the right intelligence is installed and owned.

01
Feasibility
Six months, five consultants, a binder no one reads twice.
6 months to 3 weeksZoning, entitlement path, and a buildable massing, feeding the city submission and the IC deck at once.
02
Underwriting
Analysts re-keying T-12s and Rent Rolls by hand, errors buried in the tabs.
Hours to minutesThe OM, T-12, and Rent Roll map into the firm's own model, every figure traced to source. The analyst checks judgment, not arithmetic.
03
Financing
The design-and-marketing budget — already financed — buys a one-off deck, then vanishes the day it closes.
Spent once, owned foreverThe same financed line buys a system the firm keeps and reuses on every deal after. NOI, DSCR, and returns reconcile across the hold.
04
Design & massing
Concepts drawn blind to the pro forma, value-engineered after the fact.
Pencils before it is drawnMassing tested against the returns as it is shaped, from sketch to photoreal in one pipeline.
05
The IC book
An $80k Offering Memorandum, outsourced, weeks out of date on arrival.
In-house, in a dayOne source of truth: reconciled pro forma, brand, and OM, rebuilt the morning the numbers move.
By the numbers

What the work returns.

3 wk
Feasibility cycle
from six months
<5 min
T-12 + Rent Roll
into your model
40:1
IC deck cycles
compressed
$80k
OM cost, now
owned in-house
100%
Figures cited
to source

Representative figures · illustrative of the work

§ 03 · The tools

We map your process, then put the right tools where the leverage is.

Development is complex, and it runs on many specialist roles. We do not try to break that. We integrate AI into it. Which tools you need is not a menu, it is an audit: we look at how your process actually runs and where your project leaks time and money, then implement the right ones, built or sourced, and train your team on them.

Process step Example leverage pointClick any step

The whole process, and the roles that run it. We integrate AI at the leverage points. We do not replace the work.

Select a step in the process →

A sample of what we build, source, or wire into your stack — from full systems down to a single API or tracker. Which ones you get isn't a menu; the audit decides. The point is the detail — we already know what's possible on a deal like yours.

Systems — built or sourced into your stack
Underwriting

Rent-roll & T-12 ingestion

The OM, rent roll, and T-12 mapped straight into your existing Excel model — every figure traced to its source line, conflicts flagged (OM says 5% vacancy, the T-12 implies 5.8%). Your templates and macros stay put.

Rent rollT-12Pro forma
Financing

Pro-forma reconciliation

One model across the whole hold. NOI, DSCR, yield-on-cost, and the equity waterfall reconcile from a single source — no drift between the lender copy, the IC copy, and the working file.

NOIDSCRWaterfall
Acquisition

Feasibility & site screen

Draw a parcel and pull zoning, permitted use, demographics, comps, and a first-pass buildable massing in minutes instead of a week — so you kill the bad sites before you spend a dollar on them.

ZoningCompsMassing
Design

Massing → render pipeline

Sketch to clay model to photoreal in one pipeline, tested against the pro forma as the massing is shaped — value-engineered while it's drawn, not after the fact.

MassingConceptRender
Capital

IC / OM generation

Parcel folio to an IC-ready offering memorandum — reconciled pro forma, brand, and narrative in one artifact, rebuilt the morning the numbers move. The outsourced deck, brought in-house.

OMIC deckInvestor
Entitlement

Public-sentiment test

Market a concept as if it's being built, capture real public reaction, and feed it into your entitlement case and investor deck. No off-the-shelf product does this — it's leverage no one else brings to the hearing.

SentimentApprovalsGreenfield
Wires & trackers — the small pieces that quietly compound
Financing · incentives

Government-incentive tracker

Watches federal, provincial, and municipal programs against your project and flags what unlocks financing — CA: CMHC MLI Select, Housing Accelerator Fund, Bill 23 DC relief, GST rental rebate; US: LIHTC, Opportunity Zones, TIF, C-PACE. The money most developers leave on the table.

CMHCBill 23LIHTC
Entitlement · tracking

Entitlement snapshotting

Watches your applications across municipal portals — Committee of Adjustment, site-plan, OLT — snapshots status and conditions on a schedule, and pings you the moment anything changes.

OLTSite planConditions
Acquisition · data

Parcel & zoning API

Wired straight to municipal open data, Regrid parcels, and assessment rolls — site, zoning, and ownership data auto-populate your model instead of a manual lookup per deal.

RegridOpen dataAPI
Construction · budget

Draw-schedule reconciler

Budget-versus-actual and draw requests reconciled continuously against the construction S-curve, retainage tracked — overruns and slippage caught weeks before the draw meeting.

DrawsBudgetRetainage
Financing · risk

Covenant & DSCR watch

Monitors your loan covenants and flags when a metric — DSCR, LTC, occupancy — drifts toward a breach, so you're managing the lender conversation before they start it.

DSCRCovenantsAlerts
Integration · API

Stack integrations

Wire the tools you already run — your Excel model, Argus, Procore, Yardi, your CRM — so a number is entered once and flows everywhere. The unglamorous plumbing that ends the re-keying.

ArgusProcoreYardi
+ full-bleed imageSkyline · a district the firm helped finance

The tools already exist. The edge is the team that actually adopts them.

§ 04 · Method

The software is the easy part. Adoption is the advantage.

The tools already exist. Our work is the discipline that gets your specialists to trust and own them, repeated on every seam of the deal.

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

Implement the tool for it.

Often the tool already exists; the value is knowing which one, and fitting it to how the firm already works so it removes a handoff instead of adding one. Built or sourced, and proven on the deal before anyone commits a dollar.

03

Upskill the specialists 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.

§ 05 · Principals

The people in the room.

+ portrait
Name
Founder · Underwriting
Why this person moves a deal.
+ portrait
Name
Partner · Development
Why this person moves a deal.
+ portrait
Name
Partner · Intelligence
Why this person moves a deal.
+ portrait
Name
Advisor · Capital
Why this person moves a deal.
§ 06 · Engagements

What an engagement looks like.

Illustrative — the shape of the work across common deal types.

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 T-12 ingestion wired into their live model.
Cited to source
2025
A mixed-use operator
The IC Offering Memorandum, brought fully in-house.
$80k to owned
2025
A ground-up development shop
Massing tested against returns before design began.
Priced at concept

Illustrative of the work · by deal type

Enquiry

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