AI Stand-Ins Are Reshaping the Economics of Virtual Events

As AI assistants increasingly attend meetings, capture discussions, and generate summaries, event organizers are confronting a new question: If AI attends instead of a human, what exactly is being sold when someone registers for a virtual event?

According to a survey of 1,000 full-time execs conducted by Software Finder, three in 10 employees said they’ve skipped a meeting because AI would cover it. 

Platforms such as Fireflies, Otter, and Fathom can join virtual meetings automatically to record conversations, generate transcripts, summarize discussions, and identify action items. While many organizations view the tools as productivity aids, others are raising concerns about their presence in virtual events.

In some cases, the tools attend alongside participants. In others, they attend in place of registered attendees. This is raising questions about meeting access, content ownership, privacy, and attendee engagement.

Anca Platon Trifan, an AI strategist and speaker, said content presented at paid events could be captured by AI tools, repackaged into summaries, and distributed beyond the intended audience.

"The risk isn't the technology itself. It's losing control of where event content goes once it's captured and redistributed,” she said. 

Speakers may be less willing to speak candidly when they know conversations are being recorded and summarized by AI systems, said Platon Trifan.

Some Groups Are Starting to Prohibit AI Note-Taking Bots 

Some associations have begun requiring disclosure when AI note-taking tools are used, while others prohibit them entirely. 

The American Society of Association Executives (ASAE) prohibits AI note-taking tools at both virtual and in-person meetings, with limited exceptions requiring prior approval.

Rich Vallaster, senior director of industry strategy at A2Z Events, is speaking at ASAE’s virtual Association Revenue Summit. He was surprised to see a section in the registration form prohibiting AI note-takers 

“I think this is a great idea. The real value of meetings is the real, unfiltered conversation. If a virtual meeting is full of AI note-takers, speakers may be hesitant to say certain things, as their remarks will end up in a summary,” said Vallaster.

He also sees a financial risk for event organizers.

"If a company registers one person, sends an AI note-taker, and then distributes the summaries to colleagues, that's an economic threat," he said. "The cost of one registration and suddenly an entire department gets a synthesized recap of the sessions relevant to their work."

According to Vallaster, AI tools may capture the words spoken during a session, but they do not contribute to discussion or networking.

"An AI note-taker doesn't capture the experience, and it certainly isn't engaging and adding value to the conversation," he said.

Some Say AI Note-Takers Are Here to Stay

Not everyone believes restrictions will gain traction.

Nick Borelli, marketing director at Zenus, said most meeting professionals should assume content is already being captured.

"I doubt pushback like this is a trend and more likely an outlier from an organization invested in proprietary content as a USP of membership," he said. "If it catches on any further, good luck keeping people from using tech that adds value to their lives."

The issue becomes more complicated as organizers themselves increasingly use AI to generate summaries, analyze attendee behavior, and create post-event reports. That raises a related question: Should attendee-deployed AI be treated differently from organizer-deployed AI?

For associations and event organizers, the implications extend beyond content sharing.

"If AI attendance becomes normalized, what does that do to your registration numbers?" Vallaster asked.

The issue is particularly sensitive for virtual events, where attendance metrics are often tied to sponsorship value. AI note-taking bots may be counted among total attendees. That can create inflated attendance figures that sponsors may rely on when evaluating event performance.

Platon Trifan calls it “metric pollution.” Sponsors buy human reach and attention, not machine presence, and bot-filled audiences risk distorting sponsorship reporting.

What's the Event's Value Proposition?

"If the attendees who do choose online aren't even present anymore — just their AI stand-ins — what happens to the conversation, the community, and the connection that justify the event's existence?" Vallaster said.

Borelli, however, argues the behavior should be interpreted differently. 

He acknowledges that attendees sending AI assistants instead of attending could weaken an event's value proposition. But he argues it should also be viewed as feedback.

"If someone doesn't attend in person but sends AI, I would assume that they think the information might be useful but are underwhelmed by what they expect the experience to be," he said.

Rather than restricting the technology, Borelli believes organizers should use the signal to improve programming and attendee engagement.

"That's a rich insight you could use to focus on making the experience a can't-miss one," he said. "The burden is on you to rise to the occasion, rather than finding ways to cling to old ways of presenting."