Introduction
I have delivered keynote speeches at over 1,000 events. And I can tell you the single biggest factor that separates a forgettable conference from one that actually changes how people think and work: personalization. Whether the experience feels like it was designed for the person in the room, or whether it feels like everyone got the same generic agenda as usual.
Many conferences fall squarely into the second category. And the hard part is that the people running these events genuinely want to do better. They just lack the tools to deliver a personalized experience at scale. It’s easy to hand-curate an agenda for 20 executives at an offsite retreat. It’s a bigger challenge to do it for thousands of attendees at a national sales meeting. But that is starting to change.
Where Conferences Have Room to Improve
Companies pour enormous resources into conferences, leadership summits, and annual meetings. But they’re not always as memorable as they could be. I have watched audiences light up when a session speaks directly to their challenges, and I have watched them check their phones when the content drifts from what matters to them. At the latter sort of event, if you ask attendees what they took away from the event a few months later, you’ll often discover that it had no effect on the way they work.
The reason is usually because the experience was not built for them. It was built for everyone, which in practice means it was built for no one in particular. The sessions were interesting in the abstract but did not connect to the specific problems the attendee is facing.
What Personalized Conferences Could Actually Look Like
Imagine arriving at a conference and having an assistant that already knows your role, your industry, and the topics you care about. Not a person behind a desk reading from a printed schedule, but an AI that can answer the full range of questions that naturally come up: Which sessions should I attend this afternoon? Where is a good restaurant nearby for a client dinner? How do I get to the airport tomorrow morning?
Researchers are already exploring and creating solutions to this type of problem. A team at the University of Stavanger built and tested exactly this kind of system at an international conference. They developed a conversational AI assistant and deployed it both as a website chatbot and as a physical robot at the conference venue. Attendees could ask it anything from session recommendations tailored to their interests to restaurant suggestions near the venue. The system’s objective, the researchers wrote, was “to provide a personalized and engaging experience and allow users to ask a broad range of questions that naturally arise before and during the conference.”1The system received overwhelmingly positive feedback, but the most interesting finding was what people actually used it for. Some attendees seemed more interested in having a social conversation with the AI than in getting practical information out of it.1 They wanted to interact with it, not just extract a session time. That tells you something important about what people are actually missing at conferences: engagement, the feeling that something in the experience is paying attention to them specifically.
Three Opportunities for Event Leaders
If you are responsible for planning conferences, leadership summits, or large meetings, AI opens up possibilities that were not practical even a couple of years ago.
Personalized session recommendations. Instead of giving every attendee the same agenda, imagine an AI that suggests sessions based on their role, past behavior, and stated interests. Not a static “recommended for you” list generated once, but a dynamic conversation: “You mentioned you are working on supply chain challenges. There is a breakout in Room 204 in 30 minutes that might be relevant. Want me to tell you more about it?”
Removing logistical friction. Every conference generates hundreds of small questions: Where is the nearest coffee? When does the afternoon keynote start? How do I get to the offsite dinner? These questions are individually trivial but collectively they eat into the experience. An AI assistant that handles them instantly frees attendees to focus on the content and the people around them.
Facilitating connection between attendees. Conferences are supposed to be about networking, but most networking at large events is haphazard. What if an AI could say, “There are three people here who are working on similar challenges. Want me to suggest an introduction?” That would be a fundamentally different experience from standing in a ballroom scanning name badges and hoping for the best.
None of these require futuristic technology. The underlying capabilities exist today. The question is which event organizers will start experimenting with them first.
Frequently Asked Questions
Q: How is AI being used at conferences today?
Early applications include conversational AI assistants that answer attendee questions in real time, recommend sessions based on individual interests, and provide logistics support like restaurant suggestions and directions. Researchers have already field-tested systems that work both as website chatbots and as physical robots at conference venues, with positive results.1
Q: Can AI really personalize a conference for thousands of attendees?
That is exactly the kind of problem AI is well-suited to solve. A human concierge can deliver a great experience for a small group. AI can do something similar at scale, adapting recommendations and responses to each individual based on their role, interests, and behavior during the event.
Q: Does this replace human interaction at events?
The most promising applications augment the human experience rather than replace it. When researchers deployed an AI assistant at an international conference, they found that some attendees used it for social interaction, not just information retrieval.1 The goal is to handle logistical friction so that people can spend more time on the conversations and connections that actually matter.
Q: What should event organizers do right now?
Start by mapping the most common questions and friction points your attendees experience. Those are the areas where AI can have immediate impact. Even a simple conversational assistant that recommends sessions and answers logistics questions would be a meaningful upgrade over the static conference app most events rely on today.
Q: Is this only relevant for large conferences?
Any event with more attendees than you can personally guide benefits from this kind of personalization. The larger the event, the bigger the gap between the generic experience most people get and the tailored experience that actually drives engagement.
Citations:1 Kostric, I., Balog, K., Aresvik, T. A., Bernard, N., Dørheim, E. T., Hantula, P., Havn-Sørensen, S., Henriksen, R., Hosseini, H., Khlybova, E., Lajewska, W., Mosand, S. E., & Orujova, N. (2022). DAGFiNN: A Conversational Conference Assistant. In Sixteenth ACM Conference on Recommender Systems (RecSys ’22). ACM. arXiv:2211.16281.