How Executives Should Use AI Tools in CRE—And Where It Goes Too Far
If you’re making commercial real estate decisions today, ChatGPT, Claude, Copilot, or Perplexity are likely already part of your process.
You’re using it to understand pricing, evaluate lease structures, test assumptions, and get a sense of how much leverage may exist in a deal. And that’s exactly how you should be operating. The ability to access and synthesize that level of information in seconds is a meaningful advantage—one executives didn’t have even a few years ago.
Used correctly, it can elevate how you approach a real estate decision before you ever enter the market.
AT A GLANCE:
AI tools like ChatGPT, Claude, Copilot, and Perplexity are changing how executives approach commercial real estate decisions by making market information, lease structures, and strategic analysis more accessible than ever. But while AI can accelerate insight and preparation, successful outcomes in CRE still depend on judgment, negotiation strategy, timing, and execution.
Key Considerations:
- AI can quickly help establish market context, pricing expectations, and common deal structures.
- Access to information does not automatically create negotiating leverage or better outcomes.
- Commercial real estate transactions are shaped by human dynamics AI cannot fully interpret.
- There is a significant difference between understanding a deal and successfully executing one.
- The greatest value in CRE is often created during negotiation, strategy, and execution—not initial analysis.
Where you need to be careful is assuming that access to information translates directly into better outcomes.
Because in commercial real estate, information informs the process—but it doesn’t determine the result.
Where AI Tools Add Value
At the front end of a decision, using AI tools like ChatGPT, Claude, Copilot, Perplexity, or others is highly effective.
It can quickly establish a baseline—what pricing typically looks like in a market, how deals are commonly structured, and what timing considerations may come into play. It allows you to move faster into more strategic thinking and to approach conversations with a clearer point of view.
It also sharpens the quality of your questions.
Executives who use it well tend to engage at a higher level earlier in the process, which can meaningfully improve how opportunities are evaluated.
In that context, AI is not a replacement for expertise—it’s an accelerant for it.
Where the Gap Begins
As decisions move beyond orientation and into execution, the limitations become more apparent.
Commercial real estate is not a standardized environment. Each transaction is shaped by factors that don’t show up in a dataset—ownership motivations, competing tenants or buyers, internal pressures, and timing within the market cycle.
AI is designed to recognize patterns, so its responses reflect what is common or typical. But outcomes in this business are rarely driven by what’s typical. They’re driven by what’s negotiated within a specific set of circumstances.
There’s a difference between understanding what a deal should look like and actually achieving that outcome.
That distinction becomes more important the closer you get to a live negotiation.
Where the Process Changes
At a certain point, information stops being enough.
This is where the process shifts—and where most executives bring in experienced representation.
Because the conversation is no longer about what’s typical. It’s about what’s possible in a specific moment, with a specific counterparty.
A strong tenant advisor brings context you won’t get from a tool:
- Where a landlord is actually under pressure
- What competing options exist behind the scenes
- How far a position can be pushed without compromising the deal
- Where flexibility exists in structures that appear fixed
- What narrative will create the most negotiating leverage
- What relationships will garner the most trust, create leverage, and earn better terms
More importantly, they know how to act on that information in real time.
Because in most cases, the gap between what looks possible and what actually gets executed is where value is either created—or lost.
Where It Goes Too Far
The risk with AI isn’t using it. The risk is relying on it beyond its limits.
In one situation, both a landlord and a tenant independently used ChatGPT to evaluate whether their deal was fair. Each was told—confidently—that the deal was not in their favor and that they should push for better terms.
Both sides walked back into the negotiation convinced they were disadvantaged.
That’s when the dynamic changed.
Trust eroded. Positions hardened. What had been a workable deal became adversarial. And ultimately, the transaction fell apart—not because it didn’t make sense, but because neither side could reconcile the gap AI had created.
Neither side was wrong to use AI.
But without someone guiding the process, both sides relied on information that couldn’t account for how deals actually get done.
That’s the difference between using AI to inform a decision and letting it influence a negotiation it doesn’t understand.
AI is inherently biased toward optimization. It will often suggest that more is possible, because it doesn’t account for timing pressure, deal fatigue, or the cost of losing the opportunity entirely.
It doesn’t know when a deal is already strong—or when pushing further introduces unnecessary risk.
Using AI with Discipline
The executives who are using ChatGPT effectively are not avoiding it—they are applying it with discipline.
They use it to:
- Build context quickly
- Challenge assumptions
- Explore different perspectives
But they do not rely on it to define the outcome.
They understand that benchmarks are not results, and that at a certain point, the process requires judgment, timing, and execution.
The transition from analysis to action is where most of the value is created.
The Bottom Line
ChatGPT will change how your real estate decisions start.
It won’t change how they’re won.
And in this process, the difference between a well-informed decision and a successful outcome is rarely information.
It’s how the deal is actually navigated, negotiated, and executed.
Connect With Our Team
If you’re evaluating a real estate decision and want to pressure-test your thinking in the context of an actual deal, start with a conversation.
