Entering the Moneyball era of AI in Commercial Real Estate

What does that mean at the transaction coal face?

This week’s newsletter is going to lean heavily on the Cushman & Wakefield AI report published earlier this month. So first up let’s provide the credit and source material. The MVP and author of the article is friend and former colleague Richard Pickering, Director of Strategic Foresight & Intelligence at C&W. The article is part of a series: ‘AI Impact on…’ that he and his team presented and published in early March, along with the launch of Cushman's AI Impact Barometer.

https://www.cushmanwakefield.com/en/insights/ai-impact-on-offices

Here’s my takeaway from the presentation, the article and a conversation I have with Richard over an Italian lunch a few weeks back. Ok! it was Pizza Pilgrims and I enjoyed every carb loaded bite! I digress.. My takeaway:

We are entering the Moneyball era of Commercial Real Estate AI

Have you seen Moneyball? Brad Pitt, baseball, Billy Beane. If not, the short version: a cash-strapped baseball team stops relying on older scouts who pick players by gut feel, they bring in a young upstart Jonah Hill who uses data to find undervalued talent. The scouts - experienced, well-connected, trusted - are convinced they can’t be replaced. They know the game. They’ve been in the room. They have relationships. And then almost overnight, the thing they were selling (information and instinct packaged together) gets unbundled. The data becomes readily available. The only scouts who survive are the ones whose judgement is worth paying for on top of the data, not instead of it.

That story is about to play out in office agency. And Cushman & Wakefield have essentially written the scouting report… And yes, that does mean I’m comparing Richard to Brad Pitt.

The Scouting Report

Cushman published a five-part article on how AI will reshape office real estate over the next decade. It covers the shift from “work container” to “decision hub,”what AI-ready space looks like, market bifurcation, the rise of flex, and emerging market-fit risks.

An exceptionally well written piece, targeted at the ‘front office’ (a baseball term), the C-suite, heads of real estate strategy, and institutional investors.

Here, i’ll attempt to translate it for the leasing agents on the ground (or mound in this case)- the tobacco chewing, ritual adhering camaraderie of players out there looking to get a win.

Your Advice Is About to Become the Product

Cushman’s central argument is that AI compresses execution. Drafting, analysis, first-pass research - all of it gets faster and cheaper. The scarce resource becomes human judgement: who to trust, which trade-offs to accept, what to prioritise when the data is inconclusive.

Now read that again through the lens of what you do for a living.

If you are a leasing agent, a significant portion of your value today sits in knowing things your client doesn’t.

Market data, which tenants are growing, which landlords will deal and which won’t. That information advantage has been quietly eroding for years, and AI is about to put its foot on the accelerator. This is the Moneyball moment for our industry. The data is becoming commoditised. The question is whether you’re the scout who adapts or the one who insists the old way still works while the game moves on without you.

Soon, market information alone will not justify an advisory fee. Your judgement will.

The “Decision Hub” Is Your Pitch Deck Rewritten

Cushman describes the office of the future as a place optimised for decision quality and speed - smaller groups, clearer facilitation, faster conversion from discussion to action. Meeting rooms become production environments.

If you are advising occupiers on their next lease, this changes the brief entirely. The client who tells you they need 150 desks and six meeting rooms is describing yesterday’s office. The client who tells you they need space where twelve people can make a product decision in two hours and walk out with an agreed action plan - that is the brief you should be drawing out of them… Obviously you’ll have to put more meat on the bones, but you get my point.

Most agents are still qualifying requirements by headcount and square footage. And yes, that is still the way you will run your search in the Agent Society Marketplace, but the ones who start qualifying by workflow and decision type will be having very different conversations with very different clients.

Headcount-based space planning is heading for irrelevance. The question will evolve from “how many people” to “what decisions need to happen in person, and how often.”

You Need to Know What “AI-Ready” Actually Looks Like

There’s a section in the Cushman report about what an AI-ready office requires: acoustics, cameras, recording capability, collaboration surfaces, environmental sensors. The underlying point is that AI’s value depends on capturing what happens in a room - conversations, decisions, actions - and turning it into something searchable and reusable.

This was a key theme in last week’s newsletter: What It Means to Be 'AI Native' in a Commercial Real Estate Advisory

This is where it gets practical. If you are showing a client space and you cannot speak credibly about the building’s digital infrastructure, acoustic performance, or capacity for capture-quality collaboration, you are already behind. These are not by-the-by details. They are becoming core selection criteria for any business that takes AI seriously.

I recently spoke to an occupier who told me their shortlist had been filtered before the first viewing - not on rent, not on location, but on whether the floor’s connectivity and fitted  AV infrastructure could support their internal AI tools from day one. That is not an outlier. That is a preview.

Now, do I take the dismissal of location as tope priority with a pinch of salt? Yes, but these types of statements are beginning to creep into the daily lexicon.

In Moneyball terms, this is the equivalent of on-base percentage. It wasn’t a stat the old scouts cared about. Then it became the only stat that mattered. Building technology is heading in the same direction. Ignore it at your peril.

Agents who treat building technology as “the landlord’s problem” will find themselves cut out of the conversations that matter.

Flex Is Not a Fallback - It Is Your Upsell

Cushman makes a compelling case that flex moves from a cyclical hedge to a structural portfolio component. Faster iteration, faster team formation, faster organisational change - all driven by AI - means occupiers need variability built into their real estate strategy.

For agents, this is not a threat. It is an opportunity to advise on something more sophisticated than a single lease transaction. The blended portfolio - core commitment plus flex capacity - is a harder conversation to have, but it is a more valuable one. It positions you as a strategic adviser rather than a transactional intermediary. And let’s be honest, the transactional intermediary is precisely the role that AI will compress first.

If the only thing you help a client do is sign a lease, you are training the market to replace you.

The Arbitrage Window Is Open. It Will Not Stay Open.

Everything in the Cushman report points toward a market that is about to stratify. Buildings that can support AI-enabled work will command stronger demand. Markets anchored in high-value decision-making will outperform those reliant on routine processing. Agents who understand these dynamics will advise better, win better mandates, and build stronger client relationships.

But the rate of change is going to sneak up on people. It is not going to feel urgent tomorrow or next week. And then one morning you will sit across from a client who has already used AI to do the work you were planning to charge for, and the meeting will feel very different.

The professionals who move now - who learn what AI-ready infrastructure looks like, who start qualifying briefs by decision type, who position flex as a strategic tool, who lead with judgement rather than information - will build an advantage that compounds. Those who wait for the market to tell them it’s time will find that the market has already moved on.

Billy Beane didn’t have the biggest budget in baseball. He just saw the shift before everyone else and had the conviction to act on it. The scouts who dismissed him are a cautionary tale. The ones who evolved alongside him built careers that lasted another two decades.

Which route will you take?