At a glance

Event: Builder Innovator Summit
Organizer: AE Ventures
Industry: Residential construction & construction technology

Results

📈 300% increase in meeting preferences submitted

🎯 62% of sponsor high-priority meeting requests came from Markus recommendations

🎯 59% of guest high-priority meeting requests came from Markus recommendations

🤝 66% of Markus-recommended sponsor meetings converted into 1:1 meetings

📝 361 meeting summaries captured

⏱️ 47 hours of conversations recorded

✅ 97% sponsor adoption

✅ 93% guest adoption

About the event

The Builder Innovator Summit brings together senior decision-makers from builders, developers, multifamily operators, and construction technology providers through curated one-to-one meetings designed to create meaningful business opportunities.

AE Ventures wanted to improve engagement before the event, increase the quality of matchmaking, and better demonstrate the value created through event conversations.

The challenge

Like many hosted buyer and curated meeting programmes, the team faced several challenges:

• Encouraging attendees to engage before the event

• Moving beyond static profiles and generic matchmaking scores

• Helping participants understand why they should meet

• Capturing valuable insights from conversations

• Demonstrating measurable outcomes for sponsors and stakeholders

The goal was simple:

Transform meetings from scheduled appointments into measurable business outcomes.

The solution

AI-powered pre-event intelligence

Before the event, Markus conducted conversational AI interviews with attendees and sponsors to understand:

• Business goals and priorities

• Current challenges

• Partnership interests

• Desired event outcomes

These conversations were transformed into structured intent data, creating a much richer understanding of each participant than traditional registration profiles alone.

Markus then generated personalised meeting recommendations, explaining not only who attendees should meet, but why.

Results

• 300% increase in meeting preferences submitted

• 62% of sponsor high-priority meeting requests originated from Markus recommendations

• 59% of guest high-priority meeting requests originated from Markus recommendations

Real-time meeting intelligence

During the event, Markus captured and summarised conversations in real time, allowing attendees to focus fully on discussions rather than taking notes.

Each meeting generated:

• AI-generated summaries

• Key discussion points

• Action items

• Follow-up recommendations

• Structured wrap reports

Adoption

• 361 meeting notes captured

• 47 hours of conversations recorded

• 40 active meeting recorders

• 10.45 average recorded meetings per sponsor

The impact

Higher engagement before the event

Participants invested more time preparing for meetings because recommendations were personalised and clearly explained.

Better meeting quality

Attendees arrived with a stronger understanding of shared interests, priorities and opportunities, creating more productive conversations.

Measurable sponsor value

Sponsors could see not only how many meetings took place, but the quality of those conversations and the opportunities generated.

Actionable event intelligence

For the first time, organizers gained visibility into:

• Attendee priorities

• Common business challenges

• Conversation themes

• Sponsor engagement levels

• Event outcomes beyond meeting volume

Why it matters

Industry research shows that 76% of event organizers see personalization as a major opportunity, while 82% identify data and analytics as a key driver of event success. Yet most events still rely on static profiles and meeting schedules alone.

Builder Innovator Summit demonstrated how AI can help organizers move beyond arranging meetings to understanding and proving the value created within them.

Instead of measuring success by the number of meetings held, AE Ventures was able to measure what happened inside those conversations.

Key takeaway

Markus helped AE Ventures turn attendee intent, meeting quality and event outcomes into measurable intelligence — delivering more value for attendees, sponsors and organizers alike.

What the clients says:

“The AI-driven recommendations gave attendees and sponsors far more clarity around who they should meet and why, which directly contributed to a 300% increase in meeting preferences submitted compared to previous years.

Markus also gave us visibility into attendee and sponsor priorities, quality of conversations, and outcomes — insights we’ve never had access to before.

Following the success of the rollout, we made the decision to move future Builder Innovator events fully onto Markus, replacing our previous event technology stack.”

— Ryan Mahoney, Senior Directors of Operations, AE Ventures

Summary

By combining AI interviews, intelligent matchmaking, meeting intelligence, and post-event reporting, Markus helped Builder Innovator Summit transform networking into a measurable, insight-driven experience for attendees, sponsors, and organizers alike.