AI in meetings: notes, recorders and consent

An AI note-taker joins your call, records it, and produces a summary with action items. It is the easiest AI win available to most teams, and it is also the one that creates problems, because it involves other people's voices.

What they are genuinely good at

A searchable record. Six months later, finding the call where a customer said the thing is worth more than the summary itself.

Action items. Reliable when someone said "I will do X by Friday" out loud. Not reliable at inferring what was implied.

Being present. You stop typing and start listening, which changes the meeting more than the notes do.

Where they fail, consistently

Names. Proper nouns are the weakest part of speech recognition. Product names, company names and unusual spellings all get mangled, and the summary repeats the mangled version confidently. Never lift a name from an AI note into anything a customer will see.

Attribution. Summaries merge who said what, particularly on crowded calls. If it matters who said it, check the transcript rather than the summary.

Nuance and tone. A hesitant yes and an enthusiastic yes both arrive as agreement. The most important thing in a difficult call is often the pause, and the notes will not have it.

Accents and crosstalk. Accuracy drops sharply when people talk over each other, and it varies by accent in ways vendors do not advertise.

The etiquette, which matters more than the features

• Say it out loud at the start. "I have a note-taker on this call, is that alright?" Ten seconds, and it removes the entire problem.
• In several places recording without consent is illegal, and the rules differ by country and by state. If your calls cross borders, ask rather than assume.
• Do not record the sensitive one. Performance conversations, exits, anything about someone's health or pay. Turn it off and take notes by hand.
• Know where the recording lives, and who else can open it. Most tools default to sharing across the workspace, which surprises people.
• Send the summary to the people who were on the call. It gets corrected while everyone still remembers, which is the only reliable accuracy check available.

Getting more from it than a summary

The summary is the least interesting output. The transcript is where the value is.

Search across your transcripts for a recurring phrase and you learn something no single call tells you: the same objection in five different accounts, the same missing feature, the same confusion about your pricing. That is a pattern worth acting on, and it only exists because the calls were transcribed.

Ask your assistant to read a transcript and answer specific questions: what did they commit to, what did we commit to, what got dropped without a decision. That last question surfaces the thing everyone forgot.

The honest limitation

Notes do not make a meeting worth having. A recurring call with no decision in it produces a beautifully summarised record of nothing, on a schedule. The tool makes bad meetings cheaper to sit through, which is not the same as fixing them.