The Judgment Advantage

The best real estate valuation professionals I’ve worked with have a deep understanding of markets, assets, investment strategies and can explain the reasoning behind a number that holds up under scrutiny. That’s where the value sits. They don’t talk much about process.

Still, as any valuation professional can tell you, much of their time has typically been spent on data assembly, document processing, workflow coordination, quality checks... All necessary. None of it why they entered the profession.

One of our most experienced people once shared with me the most frustrating part of her job. It wasn’t the hard calls or the difficult clients. It was the hours spent gathering documents, chasing inputs and reconciling data that should have been clean from the start.

That has stayed with me. And I don’t think she’s alone in wanting to better balance the work that matters against the work that gets in the way.

But appraisers need to narrow the divide—and that’s the healthy tension.

Not everyone in this profession sees AI the same way. Some have embraced it immediately; others want to test it, question it, push back on it. That tension is healthy. It’s how a profession stays honest with itself.

I’ve heard versions of this before. What matters isn’t which camp you’re in. It’s whether you’re asking the right question: not what AI will do to this profession, but what this profession will do with AI.

Ultimately, AI should be deployed in a way that raises the quality of the work, not just the speed of it.

That means freeing up appraisers to do the work that matters most.

This is what we’ve done at CBRE. We built TOPS2 Agentic, with AI agents working directly within the appraisal workflow, handling the structured, repeatable administrative tasks. In turn, our appraisers are freed to devote those hours to market analysis, to building the narrative—to the kind of critical thinking that makes for genuinely defensible work.

The judgment, the market insight, the opinion of value—all that stays entirely with our people. The work that defines a great appraiser doesn’t go away. There’s just more space for it. 

For clients, this translates into fewer surprises, more predictable delivery, greater consistency across markets and, above all, an advisor focused on the market intelligence behind the number, not the process of producing it.

Not every profession lends itself to this kind of AI application. Valuation does.

Appraisal work is high-volume and structured, while also being governed by rigorous professional and regulatory standards. The technology operates on one side. Our appraisers operate on the other. 

That same structure is also why AI output cannot stand on its own. An unreviewed valuation can look identical and sound just as confident, but the judgment behind it is what separates a defensible number from a merely plausible one. The formatting looks the same. The confidence sounds the same. But the judgment behind it differs.

I’ve seen this play out across enough markets and cycles to know where judgment is irreplaceable.

It isn’t in the data gathering. It’s in knowing when the numbers don’t tell the whole story. When context matters more than comparables. When the neighborhood is changing faster than the data can reflect.

Our professionals develop, review and sign off on every opinion of value. Accountability rests with the appraiser, as always. That’s the value we bring to our clients. AI only serves to support that judgment with more time, better data flow and fewer surprises.

Most of the debate centers on what AI will replace. That’s the wrong approach.

The firms that lead won’t be the ones that moved fastest. They’ll be the ones that were most thoughtful about how to use the time and talent that AI unlocked.

Most firms will use that capacity to do more of the same work, faster. The better ones will use it on the complex, high-stakes valuations where seasoned judgment makes the biggest difference. They’ll have the best professionals spending more time on the work that matters—the market knowledge and the reasoning clients depend on—rather than being crowded out by process.

There’s another dimension to this. AI can review our deliverables, check for consistency, flag what doesn’t add up. Not replacing the appraiser’s judgment. Sharpening it.

Technology should serve this profession, not race ahead of it.

Not every firm will get that right.

I’ve built my career around the professionals in this industry, their decisions, their reasoning and the trust they earn from clients. They’re who I’m thinking about when we build tools like TOPS2 Agentic. 

The judgment advantage will always belong to people.