AirDNA Innovation & Technology Culture

How does innovation show up in your company culture?

I deeply believe innovation can come from anywhere. Very rarely do the best ideas come from the key decision-makers. They usually come from places like the customer experience team, who are on the frontlines talking to customers every day, or from the quietest person in the room.

Innovation is also hard. It’s hard because you have to force yourself to think in terms of first principles. You have to zoom out and ask questions that feel obvious in hindsight, but no one slows down to ask. We spend a lot of time in the weeds, but it’s important to spend time in the clouds, too. At AirDNA, we are intentional about giving people the time and permission to question assumptions and rethink how we do things.

What’s one recent innovation that improved user or employee experience?

We are leaning into AI like most companies right now. A big part of our business is helping people project how much an Airbnb could make before they buy it. We do this by identifying nearby properties that are already operating as short-term rentals. The more precise we are in selecting these “comps,” the more accurate the revenue projection.

Our data team has spent years refining this process and making AirDNA best-in-class. AI gives us new ways to push it further. Right now, it’s internal. Soon, it’s going to fundamentally change how investors predict revenue.

How do you balance experimentation with stability?

This is kind of a trick question. Effective experimentation is not “stable” by some definition. If you want meaningful wins, you have to try things that are … experimental. If you optimize for playing it safe, there’s a good chance you never learn anything. It’s easy to say but hard to practice.

When it comes to technical stability, there are excellent tools that let you experiment with guardrails in place. At AirDNA, we use Statsig to run controlled experiments and monitor impact so we can move fast without being reckless. You still have to be willing to take real swings though. That is where the upside lives.