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Walk-in or pre-matched? How NetWorks lets you choose the right networking format

Conor Riordan
Conor RiordanAI Matchmaking
Walk-in or pre-matched? How NetWorks lets you choose the right networking format

Every event audience is different. Some want structure and certainty before they even arrive. Others want the buzz of showing up and letting the room decide. NetWorks was built to serve both - not by forcing one format on every event, but by offering two distinct paths to the same outcome: quick, quality, meaningful connections.

Whether you run Walk-in or Pre-matched, the AI engine behind NetWorks does the heavy lifting. The difference is in when that intelligence kicks in and how much control participants have along the way.

Walk-in: spontaneous, low-friction networking

Walk-in is built for events where energy and immediacy matter. There's no pre-registration hurdle and no lengthy setup for attendees. The session begins the moment organizers scan badges at check-in and from there the experience moves fast.

Once checked in, participants get an email with a direct link to the speed networking interface. No app download, no account creation, just a link that drops them straight into the action.

From there, the AI takes over. Each participant receives a list of AI-generated potential matches based on their profile and interests. They review the list and vote for the people they'd most like to meet - a simple, intuitive process that takes seconds on any device. Because the experience adapts to individual interests, no two participants see the same list and no two schedules look alike.

Once voting closes, the final schedule is generated and sent out through both email and the app. Table assignments map out exactly where each participant needs to be, turning what could be networking chaos into a clear, guided route through a series of fast-paced meetings.

The session itself runs on rails set by the organizer, who determines meeting length and break times in advance. Participants move from table to table, meeting to meeting, following the schedule as it plays out in real time.

After each round, participants rate how the meeting went. That feedback loop is part of what makes NetWorks smarter over time and gives organizers a clear picture of session quality as it happens.

By the end, attendees walk away having made several new connections, chosen by them and shaped by real interest rather than luck of the room. That's the promise of Walk-in: minimal setup, maximum spontaneity and a format that respects how little time people actually have to figure out where to be.

Pre-matched: structured, precision networking

Pre-matched takes a different route to the same destination. Where Walk-in leans on real-time spontaneity, Pre-matched is built for organizers who want more control and participants who want certainty before they even step into the room.

It starts with setup. Organizers configure a session in a few clicks, setting duration, break times and other general parameters. From there, they can customize visibility between user groups, deciding exactly which groups are able to schedule meetings with each other. That's a meaningful advantage for organizers running multi-track events or events where certain groups - exhibitors and buyers, for example - need to be kept separate from others.

Participants then receive their own AI-generated list of potential matches, this time through the web rather than an app. They review the list and vote on their preferences, with the experience tailored to their interests just as it is in Walk-in.

Here's where Pre-matched pulls ahead in sophistication: a specially designed algorithm analyzes all the collected voting data and automatically pairs participants according to how well their interests and goals align. The matching isn't random or first-come-first-served. It prioritizes mutual relevance first, meaning both parties rated each other highly, then moves to single relevance where only one side showed interest and only fills any remaining slots from the wider pool of participants. Matches are ranked and made in order of their score within each speed networking group, so the strongest connections are locked in first.

Once the algorithm has done its work organizers get the chance to review the automatically created schedules and manually adjust anything that needs a human touch. That review step matters. It means the AI handles the heavy analytical lifting, but organizers keep final say over the experience their attendees have.

From there, it's simple. Participants receive their finished meeting schedules through email and the web and once the "collect revised lists" period ends, table assignments lay out the full route through their fast-paced meetings. Follow the schedule and the session runs itself.

Pre-matched suits events where attendees value knowing who they'll meet before they arrive and where organizers want the reassurance of reviewing every pairing before it goes live.

Why organizers keep choosing NetWorks

Regardless of which format you run, the underlying advantages are the same.

Ease of use sits at the core. No downloads and no prior registrations are required, so participants can connect intuitively without a learning curve getting in the way.

AI personalization means every meeting, in either format, is relevant to the people having it. Matches aren't guesswork - they're built from real preference data and refined by an algorithm designed specifically for this purpose.

The organization of the entire meeting schedule is handled by the system itself, freeing organizers from manually building timetables and letting participants focus on the event rather than the logistics of navigating it.

And then there's affordability. NetWorks is designed to break the ice, not your budget. A free plan means the tool is open to organizers of any scale, from a single-track community meetup to a multi-day international expo.

Choosing the right fit

Walk-in and Pre-matched aren't competing products - they're two ways of solving the same problem for two different kinds of events. If your session thrives on energy and spontaneity, Walk-in gets people connecting the moment they check in. If your event calls for structure, visibility control and organizer oversight before anyone shakes a hand, Pre-matched delivers that precision.

Either way, NetWorks turns the old networking gamble into something considerably more reliable: connections chosen by the people making them, backed by AI that actually knows what it's doing.


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