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•4 min readProduct VisionProactive AIMeeting Productivity

Why We’re Building MeMate: Ending the “I’ll Get Back to You” Tax in Meetings

Every high-stakes meeting has a turning point: someone asks a specific, unexpected question that wasn’t on the slide deck. How you handle the next ten seconds often decides whether you walk out with a decision—or with another follow-up meeting.

Jiaji Zhou

Jiaji Zhou

Co-founder, MeMate

Harry Huang

Harry Huang

Co-founder, MeMate

The two bad choices when an unexpected question lands

No matter how thoroughly you prepare for a customer pitch, an architecture review, or an executive sync, live conversations rarely stay on script. A prospect asks how your data residency handles regional failover. A stakeholder asks whether a new scope fits inside their current contract tier. A partner asks for a metric buried three folders deep in your drive.

In that moment, you usually only have two ways to respond—and neither is good:

  • 1. Stop the meeting to do in-the-moment research

    You ask everyone to hold on while you frantically tab through docs, email threads, spreadsheets, and tickets. The room goes quiet, conversational flow breaks, and you split your attention between searching and listening.

  • 2. Say “Let me get back to you”

    To keep the call moving, you punt the question to later. It sounds polite, but it leaves the most important question in the room unanswered when everyone’s attention is actually together.

The hidden cost of unanswered questions in the room

Saying “I’ll get back to you” feels harmless in the moment, but across a week of meetings its cost compounds quickly:

  • Diminished professional credibility

    When key details are out of reach, even seasoned domain experts can look unprepared. Confidence in the room drops when answers have to be deferred.

  • Lost business opportunities and deal momentum

    In sales, partnerships, and client advisory calls, buying intent peaks when a prospect leans in with a hard question. Deferring the answer cools urgency and gives doubt—or a competitor—time to step in.

  • Fewer decisions made during the meeting

    Meetings exist to make decisions. When a decision depends on a fact nobody in the room can verify on the spot, the decision gets postponed.

  • Lower productivity and follow-up meeting bloat

    Every deferred question turns into after-hours digging, long email chains, and often another 30-minute follow-up meeting on five people’s calendars just to close a loop that could have been settled the first time.

Why note-takers and reactive chatbots don’t solve this

The first wave of AI meeting tools focused on transcription and post-meeting summaries. They are great at recording the exact timestamp you said “I’ll get back to you” and adding it to your to-do list—but by the time the summary arrives, the meeting is already over.

Reactive AI chatbots aren’t built for live conversations either. When someone is looking at you waiting for an answer, you cannot pause listening to type a detailed prompt, wait for a long response, and read three paragraphs of unverified text.

How MeMate changes the meeting—before, during, and after

We are building MeMate so you walk into every important conversation prepared, answer unexpected questions with source-grounded facts in real time, and close decisions in the room.

  • Before the meeting: walk in with a brief

    MeMate pulls together context from your calendar, docs, and recent email threads—surfacing the meeting’s goal, who is attending, and the questions they are likely to ask with answers already traced to their sources.

  • During the meeting: proactive, bot-free live answers

    MeMate listens alongside your call without joining as a meeting bot. Instead of waiting for a hotkey or prompt, it predicts what you need next, researches your connected knowledge in the background, and displays concise, source-validated bullets in a private overlay only you can see.

  • After the meeting: instant follow-through

    The moment the call ends, MeMate evaluates whether the meeting’s goal was reached, organizes action items, and drafts a follow-up email ready for you to review and send.

Fewer follow-ups. More decisions in the room.

You already have the answers somewhere in your calendar, emails, design docs, and knowledge base. You shouldn’t have to stall a live conversation—or schedule a second meeting—just to find them.

That is why we are building MeMate: less searching, less “I’ll get back to you,” and proactive AI that helps you get more done in every meeting.

Walk into every meeting prepared

MeMate prepares your brief before the call, surfaces source-backed answers in real time during the conversation, and drafts your follow-up when it ends.