We built an async meeting tool. What people said in private surprised us.

A while back, I missed another bedtime with my kids because of a "quick sync" that somehow turned into an hour-long meeting, that once again, ended in no clear decisions or next steps. Instead, just another calendar filler that stole my time.

At the time, outside of my day job, I was working on a startup during nights and weekends, so I really felt every wasted hour. My co-founder and I had tried a bunch of AI meeting tools, but instead of improving operations, they all just summarized the chaos of the meeting itself. A bad meeting with lots of noise just produces a cleaner transcript full of noise. And AI can’t really fix that.

So to address the problem, we built an internal tool to eliminate a lot of the meetings that were consuming our calendars but not creating much value, i.e., check-ins, syncs, touch bases, etc..

Instead of joining a group call, the organizer speaks with the AI to set the goals and parameters of the meeting and then it privately and asynchronously interviews participants on their time. The AI asks follow-up questions, challenges assumptions, and explores concerns individually. The AI then synthesizes everything into a single, shared output.

What surprised us wasn't that we had fewer meetings. It was what happened when people stopped discussing topics together in real time. Almost immediately, we noticed patterns:

• People were more honest and focused. Without the cognitive drain of back-to-back calls, the quality of thinking in each conversation was noticeably higher.

• Calendars cleared up.

• Risks and disagreements surfaced more frequently.

• Team members raised concerns they had never once voiced in a meeting.

It’s this last item that stopped us cold because these weren't minor concerns. Some were rather significant (the kind that, if raised earlier, would have changed decisions entirely). These concerns had been sitting in people's heads, unsaid, meeting after meeting, and the moment we removed the group dynamic, they came right out. For example, we discovered one of our team members had serious concerns about one of the models we were using based on their experience, but didn’t want to share with the group, because a few others were such loud proponents of it.

We started digging into why.

Solomon Asch showed through multiple experiments in the 1950s that people conform to group opinion even when the group is clearly wrong, and not just behaviorally, but perceptually conformed. Muzafer Sherif showed something similar in the 1930s, individuals abandon their own judgment and converge toward whatever the group believes. But conformity isn't the only problem, Garold Stasser conducted research in the 1980s and found that groups reliably spend most of their discussion time on information everyone already knows, and systematically miss the critical insights that only one person holds. Essentially, the best information in your meeting is probably never getting said.

Modern meetings create those same dynamics every day.

When people discuss ideas together in real time, their opinions stop being independent. Status, confidence, timing, and social pressure all begin shaping what gets said and shared. Most AI meeting tools approach this as a transcription problem. However, if the meeting itself is producing distorted information, a better transcript doesn't solve much. You’re just getting a cleaner record of a flawed process.

We started to wonder whether the future of collaboration isn't better meetings, but in fact, gathering independent perspectives first, and then discussing them second, only if necessary.

We kept building on that idea, refining it, and it eventually became what we now offer publicly as Noada. It’s named after my daughters because getting time back with them was the original motivation behind all of this.

We're still early and actively learning. Curious whether others have run into this, decisions that got derailed by group dynamics, or concerns that only surfaced after the meeting ended. What did you do about it?