Industries/Real Estate
Real Estate

Every deal routes through the one or two people who can't scale.

We build the underwriting, reporting, and diligence workflows that let your senior people review instead of produce.

The problem

In most real estate investment firms, a small number of people carry a disproportionate share of the work — and they're usually the ones least willing to hand it off. Underwriting, offering memos, investor reports, lender outreach, portal uploads: all of it converges on the same desk, and every new deal makes the queue longer.

The work isn't hard so much as repetitive with high stakes. An offering memo is 80% the same structure every time and 20% deal-specific. A quarterly investor report is largely last quarter's report with new numbers and new narrative. A lender search is the same search in a different market.

Diligence is worse — data rooms full of leases, financials, and agreements that someone has to read completely, under a deadline, while also working the next deal.

And underneath it all sits a risk nobody budgets for: the process lives in individuals. When an analyst leaves, the model, the assumptions, and the institutional judgment leave with them.

Where AI fits

Three places it pays off first.

Document production

The 80% of every recurring document that's the same every time.

Reading at volume

Data rooms, leases, and agreements, summarized against what you actually care about.

Institutional memory

Making the firm's history and process available to whoever is here next.

The catalog

The workflows we build.

Not a menu you buy off. It's the work we've actually built in this industry — start with the one costing you the most hours.

Origination and market work

  • Market and submarket research briefs
  • Comparable property assembly and normalization
  • Listing and broker activity monitoring
  • Deal screening against your investment criteria

Underwriting

  • First-pass underwriting from an offering memo plus property notes, comped against market data
  • Rent roll and trailing-twelve extraction and normalization
  • Sensitivity and scenario summaries
  • Investment committee memo drafting

Capital markets and debt

  • Lender and capital source matrices — regional and community banks near an asset, with contacts
  • Debt one-pagers and lender packages
  • Term sheet comparison across offers

Investor relations

  • Quarterly and annual investor reports drafted from financials and your prior reports
  • Distribution notices and capital call documentation
  • Investor question response drafting
  • Portal document preparation and organization

Due diligence

  • Data room summarization against your diligence checklist
  • Lease abstraction
  • Contract redlining against your prior agreements with the same counterparty, with negotiation guidance on the differences
  • Diligence issue logs

Asset management

  • Property performance summaries and variance-to-budget commentary
  • Operator and property manager report review
  • Portfolio-level reporting

Institutional knowledge

  • A firm knowledge base trained on your own deals, documents, and standards — so process and judgment stay with the firm
What we don't automate

The deal decision, the negotiation, and the investor relationship. Every workflow produces a draft for review. We also won't pretend a first-pass underwrite is a final underwrite — it exists so nobody waits three days for a "should we even look at this."

The engagement

What working together looks like.

We start with the document your team produces most often, build it, and hand it over. Then we teach your analysts to build their own, so the second and third workflows don't require us. The goal is a team that extends this without calling us — not a dependency.

Phase 1

Research

We map how work actually moves through your business — not the org chart, the real path — and quantify where the hours go.

Phase 2

Build

We build inside the tools you already own. No new platform, no custom system that breaks when the technology changes, no vendor lock-in. Everything we build belongs to you.

Phase 3

Train

We teach your team to run and extend what we built, so the next workflow doesn't require us.

Common questions

What this industry always asks.

"Our deals are too bespoke for a template."

Every deal is different; your process isn't. We automate the structure so your people spend their hours on what's actually unique.

"What happens to our deal data?"

It stays in your systems, behind your permissions. We build inside the subscription you own.

Where to start

Pick the document your team produces most.

OM, investor report, debt summary. Two weeks, built and handed over.

Let's build your
AI advantage.

Book a free 30-minute strategy session. We'll look at your workflows, find the biggest opportunities, and show you exactly what AI can do for your team.

Book Your Free Strategy Session
Book Your Free Strategy Session