Case studies

Real implementations — what small CRE teams changed, what it took, and what happened. (11 guides)

Lessons from scoping automations for non-technical teams

Scoping automations for non-technical teams is a translation problem, not a tech one. The lessons that keep a small CRE firm's first build small and winnable.

Arthur Wandzel · Aug 15, 2026 Read the guide

Case studies

Inside an automated AP workflow at a small property management firm

Follow one invoice from inbox to reconciled ledger at a small property management firm, and see exactly where AI helps and where a person still decides.

Arthur Wandzel · Aug 13, 2026 Case studies

Lessons from automating investor reporting for a small sponsor

What a lean CRE sponsor learned automating investor reporting with AI: reconcile first, keep the math human, and start with fluency, not a build.

Arthur Wandzel · Aug 13, 2026 Case studies

Lessons From Automating a Brokerage's Inbox-to-CRM Flow

Automating a brokerage's inbox-to-CRM flow looks like a parsing job. It is a mapping, identity, and trust problem. Six lessons from actually shipping one.

Arthur Wandzel · Aug 12, 2026 Case studies

Inside an automated listing launch: one intake form, nine channels

Inside an automated listing launch: how a small CRE firm turns one intake form into nine marketing channels — and what 'automated' honestly means for each.

Arthur Wandzel · Aug 11, 2026 Case studies

Inside a Small Shop's AI-Augmented Deal Pipeline

A walk through one lean CRE firm's AI-augmented deal pipeline — where AI compresses the week, who owns each step, and what the team left fully human.

Arthur Wandzel · Aug 10, 2026 Case studies

Lessons from Automating Deal Intake for an Acquisitions Team

What a lean acquisitions team learned automating deal intake — the mistakes, the right order of operations, and the guardrails that keep good deals alive.

Arthur Wandzel · Aug 10, 2026 Case studies

Lessons From Our First Lease Abstraction Automation Build

Seven honest lessons from a first CRE lease abstraction automation build — why the model was the easy part and the workflow was the hard one.

Arthur Wandzel · Aug 9, 2026 Case studies

Inside an AI-assisted due diligence: 400 documents in 5 days

Inside an AI-assisted due diligence: how a lean CRE team turns a 400-document data room into a decision in five days, and where a human still owns the call.

Dirk Jan van Veen, PhD · Aug 8, 2026 Case studies

Inside the first 30 days after an AI workshop: what sticks and what fades

A week-by-week look at the first 30 days after an AI workshop at a small CRE firm — what behavior survives, what quietly reverts, and the levers that decide it.

Arthur Wandzel · Aug 7, 2026 Case studies