The best AI meeting assistant depends on what happens after the call.

The shortlist at a glance

• Krisp: strongest fit for professionals who want bot-free capture across meeting apps plus noise cancellation.
• Fireflies.ai: strongest fit for teams that want both bot and system-audio capture, searchable meeting history, and a large integration layer.
• Fathom: strongest fit for client-facing users who value unlimited core recording and straightforward summaries.

How to choose without overbuying

Start with the meeting types you are allowed to record. A visible meeting bot can make disclosure obvious, while device capture can feel less disruptive. Neither approach replaces consent, retention rules, or a review of what the provider stores.

Then map the output to one workflow. If the notes must update a CRM or trigger team automation, test that exact path. If the real goal is simply to send a clean recap within ten minutes, a lighter product may outperform a larger feature set.

A sensible two-week pilot

• Use the same five recurring meetings for every candidate.
• Measure minutes from call end to an approved follow-up.
• Check speaker labeling, action-item accuracy, sharing controls, and deletion.
• Ask participants whether the capture method changed how freely they spoke.
• Keep the tool only if teammates revisit the notes without being reminded.

The decision rule

Do not select a meeting assistant because it produces the longest transcript. Select the one that reliably creates the smallest useful artifact: decisions, owners, dates, and the evidence needed to follow through.