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Quinn Edwards
Quinn Edwards

Co-Founder, AI for CRE Collective - AI education & adoption for CRE professionals.

Deep Dive: Inside ApartmentIQ’s Multifamily Data Platform

Oct 21, 2026

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6 min read

Deep Dive: Inside ApartmentIQ’s Multifamily Data Platform

A closer look at its market research, revenue management, forecasting, and AI capabilities

Quinn Edwards
Quinn Edwards
What if CRE software no longer needs its own interface?

Oct 14, 2026

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5 min read

What if CRE software no longer needs its own interface?

Bryckel believes that specialist real estate tools will increasingly live inside Claude and ChatGPT

Quinn Edwards
Quinn Edwards
The machines are coming. Is real estate ready?

Oct 9, 2026

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6 min read

The machines are coming. Is real estate ready?

Robot-ready buildings, automated parking, driverless trucks, and the infrastructure already changing around them

Quinn Edwards
Quinn Edwards
Inside Starboard AI’s approach to CRE underwriting

Oct 7, 2026

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5 min read

Inside Starboard AI’s approach to CRE underwriting

How the platform connects internal data, existing Excel models, deal screening, and portfolio analysis

Quinn Edwards
Quinn Edwards
What AMD’s $8.2B deal tells us about AI in CRE

Oct 5, 2026

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5 min read

What AMD’s $8.2B deal tells us about AI in CRE

The next wave of AI may understand buildings and physical space, not just documents and data

Quinn Edwards
Quinn Edwards
Anthropic just committed $518B to AI infrastructure.

Oct 2, 2026

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5 min read

Anthropic just committed $518B to AI infrastructure.

EliseAI doubles its valuation, a construction startup runs out of runway, and drone delivery heads for the roof

Quinn Edwards
Quinn Edwards
Robotaxis, AI Hype Fatigue, and the Death of the Dashboard

Sep 30, 2026

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6 min read

Robotaxis, AI Hype Fatigue, and the Death of the Dashboard

What we brought home from Blueprint and CREi Summit

Quinn Edwards
Quinn Edwards
A firm spent $26M building its own AI stack. Was it all worth it?

Sep 28, 2026

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6 min read

A firm spent $26M building its own AI stack. Was it all worth it?

Build vs buy, automation, and the awkward question of how you actually measure AI success

Quinn Edwards
Quinn Edwards
The "AI kills the office" crowd isn't going to like this

Sep 25, 2026

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6 min read

The "AI kills the office" crowd isn't going to like this

Turns out the people building AI still need desks. A lot of them.

Jake Heller
Quinn Edwards
Jake Heller, +1
One search led to 82 prospects. Who do you call first?

Sep 23, 2026

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6 min read

One search led to 82 prospects. Who do you call first?

DealGround turns a CRE search into a reason to pick up the phone

Quinn Edwards
Quinn Edwards
Robots are already working across 25M SF of Commercial Real Estate

Sep 21, 2026

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5 min read

Robots are already working across 25M SF of Commercial Real Estate

Viabot is scaling physical AI, Washington’s latest move on data center power, and our new AI partnership

Quinn Edwards
Jake Heller
Quinn Edwards, +1
What if every RE firm becomes a software company?

Sep 18, 2026

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6 min read

What if every RE firm becomes a software company?

A lot of bad software. Plus AI’s surprising office impact, a new fraud problem, and more

Quinn Edwards
Jake Heller
Quinn Edwards, +1
Deep Dive on Keyway AI

Sep 16, 2026

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6 min read

Deep Dive on Keyway AI

Inside the platform’s approach to diligence, underwriting, document review, and reusable team skills

Quinn Edwards
Quinn Edwards
How a $5.3B firm is using AI across acquisitions

Sep 14, 2026

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4 min read

How a $5.3B firm is using AI across acquisitions

And why you shouldn't just give everybody an AI license

Quinn Edwards
Jake Heller
Quinn Edwards, +1
What city hall knows before the market does.

Sep 10, 2026

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6 min read

What city hall knows before the market does.

GatherGov turns local meetings into early signals on projects, rezonings, opposition, and more.

Quinn Edwards
Jake Heller
Quinn Edwards, +1
Workflow of the Week: Using Kolena's New Agent Catalog

Sep 8, 2026

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9 min read

Workflow of the Week: Using Kolena's New Agent Catalog

Kolena dropped 23 purpose-built CRE agents and we got to test them out.

Quinn Edwards
AI for CRE Collective
Quinn Edwards, +1
907 cities just said "no way, José" to data centers.

Sep 4, 2026

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9 min read

907 cities just said "no way, José" to data centers.

Moratoriums, pauses, and outright bans across 49 states, and the pace is accelerating. What it means for where AI gets built.

Jake Heller
Quinn Edwards
Jake Heller, +1
You can underwrite 10 deals before lunch.

Sep 2, 2026

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8 min read

You can underwrite 10 deals before lunch.

Underwriting that actually takes 4 minutes using PlexAI.

Jake Heller
Quinn Edwards
Jake Heller, +1
Your messy data just might be good enough for AI...

Aug 26, 2026

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6 min read

Your messy data just might be good enough for AI...

Are CRE firms wasting time preparing their data for AI? Prasan Kale seems to think so.

Quinn Edwards
Jake Heller
Quinn Edwards, +1
We ran six CRE workflows in 21 minutes.

Aug 24, 2026

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7 min read

We ran six CRE workflows in 21 minutes.

Underwriting, lease abstraction, investor reporting, market research, construction estimating, and reusable skills.

Jake Heller
Quinn Edwards
Jake Heller, +1
Construction Accounting that Runs Itself.

Aug 19, 2026

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10 min read

Construction Accounting that Runs Itself.

Meet the AI agent that calls your job site so you don't have to.

Jake Heller
Quinn Edwards
Jake Heller, +1
13 minutes to kill a development site.

Aug 17, 2026

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10 min read

13 minutes to kill a development site.

TestFit's new Claude MCP ran a full feasibility study on an LA parcel we'd never seen. 52 building designs, one dead deal, zero architects harmed.

Quinn Edwards
Quinn Edwards
33 site plans, Ten minutes, and One dollar. That's TestFit.

Aug 5, 2026

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4 min read

33 site plans, Ten minutes, and One dollar. That's TestFit.

A first look at TestFit's MCP connector.

Quinn Edwards
Quinn Edwards
CAM season is now 13 minutes long.

Aug 3, 2026

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7 min read

CAM season is now 13 minutes long.

It built the rec, then built the thing that builds the rec.

Quinn Edwards
Quinn Edwards
Retail's biggest blind spot just cracked.

Jul 29, 2026

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4 min read

Retail's biggest blind spot just cracked.

Card data, not foot traffic, and the gap is wider than it sounds.

Quinn Edwards
Quinn Edwards

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