How Connor Ludlow's Annie AI Reveals Why 100 Missed Calls Becoming 100 New Appointments Is Just the Beginning of AI's Impact on Dental Practices

What happens when a software engineer who never planned to work in dentistry ends up as the CTO of a dental call center for seven years, learns the industry inside and out, takes a break to work with VC firms right when ChatGPT explodes onto the scene, helps companies understand this wild new AI technology amid the FOMO, starts building an AI CRM to pull insights from data, gets asked by dental connections if they can hook it up to practice management software, discovers they can do similar things in the dental space, and realizes the real opportunity isn't just pulling data—it's building an AI digital coworker that handles the monotonous tasks that convert leads and schedule appointments when offices can't? Connor Ludlow does exactly that, and after two and a half years of building, iterating, and working with thousands of dental practices, he's discovered something that most AI startups and dentists get wrong: AI isn't a silver bullet, and treating it like one is exactly how you end up with hallucinating chatbots, bad patient experiences, and hype that doesn't match reality.  Connor Ludlow never planned to work in dentistry. He went to school as a software engineer and had friends starting a dental call center who needed a technical co-founder. He joined them, spent seven years growing that call center (starting as a coder, eventually managing operations and working directly with customers), and left deeply knowledgeable about the dental industry but ready for a break. During that break, he worked with VC firms helping companies understand ChatGPT and the new AI wave when it first exploded. He experienced the massive FOMO everyone was feeling about AI, went around talking with companies about what this technology could do, and decided to build an AI CRM that pulled insights from business data to help with growth. That actually worked well—they were using AI to extract insights from CRM data—but when he talked to his dental connections about potentially hooking it up to practice management software, they loved the idea. That’s how Annie was born. They started showing practices captured lead data and growth trends connected to their PMS, and one thing led to another: they realized the real opportunity was building an AI digital coworker that could actually take on the tasks that convert leads and schedule appointments—filling in the cracks when offices are closed, it’s a weekend, or they’re just too busy to capture every call. Connor’s approach is refreshingly honest: AI is good at what it’s good at, and it’s okay if 14% of patients ask for a human. You just transfer them or leave them a voicemail callback option—same as before. But your upside is that the 86% you do interact with get handled, and you’re capturing calls you’d miss after hours or weekends. Think of it as a voicemail replacement that has upside instead of just downside. The tool mindset matters because if you expect AI to be a silver bullet, you’ll try to force it into situations where it doesn’t belong (like emergency calls) and then get disappointed when it doesn’t perform perfectly. But if you look at it as filling gaps—after-hours calls, recare outreach, appointment confirmations—it’s incredibly practical and ROI-positive. Connor’s golden nugget hits at something important: only 3% of the population currently pays for any AI subscription. That means if you’re adopting AI now, you’re actually in the first 10% of early adopters—it’s not too late, and you’re not behind the times. The dental industry in particular is still massively underadopting this technology despite clear ROI. There’s FOMO about AI, but the reality is most people and most industries haven’t actually started using it yet. If you jump in now, you’re still early, and you’ve got time to figure out how to use it effectively. That’s not true for some technologies where adoption curves are steep and competitive pressure is high. For dentistry and AI, we’re still in the early innings. This episode is brought to you by **Marketing 32**—the only dental marketing team with a performance guarantee where if you’re not growing, you don’t pay. Marketing 32 is truly invested in adding value to your practice and working with doctors they know they can over-deliver for. As Denae powerfully illustrates in this episode, having a clear vision for what you’re building—both personally and professionally—is what separates practices that thrive from practices that just react by default. Marketing 32 helps you build the patient acquisition piece of that vision through strategic online presence, content creation, and growth campaigns. But as Denae emphasizes, marketing is just one lever to pull. You also need leadership, systems consistency, and communication frameworks that empower your team to make your practice work for you instead of you working for it. If you need help with marketing and growth, reach out at marketing32.com for a quick 15-minute discovery call to see if it’s a good fit.