Kyle Triplett23:57
Um, so I'll actually reverse course a little just to think about how we got here. You mentioned we had our AI initiatives and AI Factory. We've had a lot of these things running for a number of years. Here's where I can definitely pinpoint. I'll give a ton of credit to AppFolio's founders who showed us the vision that they had for AI within the property management industry many, many years before the hype of what you see with AI today. I love that. Yeah, I mean, they were... so just to go back to what made AppFolio successful and some of the big moments that were critical underpinnings, the founders had successfully jumped on and really thought about cloud and mobile, both as two major technology waves that occurred that sort of propelled AppFolio's product forward. They had this, we're close to Santa Barbara, so it's like a technology waves exercise, think about the next wave, the next thing that's going to happen. This is 2018 time frame we're all talking, and it's basically like AI is going to be the next wave. It's going to hit, it's going to happen, and we were particularly early. It actually took longer, I think, even than they were anticipating for this kind of bigger technology shift to occur. But I just give them a ton of credit because that was one of the most important reasons for the acquisition of our company: just the acknowledgement, their conviction, the investment in AI, our belief that we were going to join a larger company that actually believed this was going to change the industry. It was just super exciting. AI is again, I don't want to rabbit hole too hard on the AI topic, I can talk about it for too long, but AI is a broad term. It's an umbrella, it's a discipline. There's a lot of subcategories beneath that. If you fast forward four or five years, the reason that we're talking about this right now is the emergence of generative AI, the ability to create content, to have large language models and foundation models, to have the titans of technology pivoting into what is becoming the underpinnings of the next wave of tech. AppFolio found itself super well positioned to take advantage of this. We've been bringing talent in for years. We'd had initiatives up for years thinking about how we would build and embed AI products. We had centralized data, so it's a benefit of not being super acquisitive. Our data wasn't spread across all these different solutions, which is not something to take for granted in the property management world. Totally. I think I was super grateful as this wave hit that we were actually competitively positioned to move super quickly on it. Having data in the right place and with the right structure and format is a critical part of being able to interact with LLMs. Love that. That's like a reaping the harvest metaphor coming up for me, where you invest all this time and effort of properly formatting the tables and keeping it up to date, and you finally get to sow some of those... I don't know, I'm mixing up my metaphors. But if I'm being totally honest, there was a time period where it's like, okay, is AI actually going to hit and have the impact and the outcomes that people are kind of thinking that it would? Well, that's obviously out the window now as far as belief in our business on it. But I was just very grateful that we were able to, whether through good vision or fortune, just be able to step into this next wave. So to the original question just on how it's going to change the property management industry, I can go through a lot of the releases that we just did, but at a high level, it really is about driving true efficiency within our customers' businesses. What I mean by that is there's a number of different areas that you can pinpoint that have real value and we can create real outcomes in. So you could think about things like reporting, the ability to query your data in natural language super easily, get answers back, be able to filter that information without having to navigate join tables or do any of those pieces. Very exciting. You have communications. That's one of the biggest things that we see generally with generative AI. People using ChatGPT to run communications. We're embedding all of that with context, and that's a really important word. We have context over what you're trying to do. You're able to actually curate responses, do a lot of repetitive communication, surface that up to people, and have them be able to just say, 'Yeah, that's great. I want to change it, make it more professional, make it more friendly,' whatever it is. Saves a ton of time. Probably my favorite thing is to-do lists, tasks. Where is AI going to change the game for people? To me, it is about ad hoc and particularly recurring tasks that people have to do where they're locked into a screen. You're going to be able to have AI solutions handle many of those tasks and free up time for you and your people to go do the more important things. So to me, if I take a step back and I'm like, okay, why does AI excite me? What gets me out of bed in the morning? It's the idea of building products that create a digital experience that changes the way that people can interact in the physical world. So you're now able to go spend more time on human connections, spend more time at the physical asset, which is, as I said before, one of the things I love about real estate. Everyone has a real estate story. No matter what, you went into a building today, you did something that touches real estate. It's very cool to me that these advancements in technology can create experiences that give more time back for people to do more of that. So that piece to me is incredibly exciting. It changes the user's life. It gives them time back, meaningful time back, in reporting, communications, to-dos, training, whatever it is. The last thing I'll hit on is just around outcomes. When I think about the next wave of AI, and we'll talk about it in terms of our vertical, but this is really true across the board, AI needs to deliver actual outcomes to be valuable. This is not just for the sake of marketing or saying we're different. We'll build traditional UI where it makes sense. I'm not injecting AI for the sake of just marketing something. The outcomes that can be created, we want to fundamentally change the margin profile of the property management business. We want people to be able to scale their business with far less headcount than they would otherwise have to, not have to linearly grow headcount in order to be able to scale. A lot of people have staffing challenges, a lot of people have issues in hiring. They love their staff, but they want to be able to have people have more fulfillment in their job, to actually feel better about the things they're doing. These are real things that can be accomplished. We can use any number of the new experiences that we just released as examples of this. But again, change the margin profile, give people more fulfillment in their jobs, free them up to be in the physical space.