Fireflies.ai

Fireflies sits in your video calls and does the boring work: recording, transcribing, and pulling out action items while you focus on the conversation. The autonomy here is narrow but useful. Once you've connected your calendar, it joins meetings automatically, no button-pressing required. That's the core promise, and it mostly delivers. I've used it across client calls and internal standups for six months. The transcription quality is solid for clear English speakers, noticeably worse when accents thicken or when people talk over each other. The 69-language claim is real, but accuracy drops outside the major European languages. The AI summary feature pulls out action items and key topics with about 75% accuracy. You still need to skim the transcript for anything critical, but it cuts review time from twenty minutes to five. The analytics dashboard tracks talk time, sentiment, and keyword frequency. Useful if you're coaching a sales team or auditing how much you actually let clients speak. Less useful for most knowledge workers, where it becomes vanity metrics. The search function is genuinely good: I can find that pricing discussion from three months ago by typing 'annual contract' and get timestamped results. Compared to Otter.ai, Fireflies has better calendar integration and a cleaner API. Otter's live transcription feels snappier during the call itself, but Fireflies' post-call summaries are more structured. Compared to Grain, which leans heavily into video clip creation for sales teams, Fireflies is more general-purpose but less opinionated about workflow. The failure mode is meetings with heavy cross-talk or technical jargon. It also occasionally joins the wrong meeting if you have back-to-back calendar entries. The free tier is generous (800 minutes of storage) but you'll hit limits fast if you're in meetings all day. The paid tiers unlock unlimited storage and better integrations, which matters if you're feeding transcripts into a CRM or project management tool. One workflow I actually use: Fireflies transcribes client calls, I export the summary to Notion via Zapier, and the action items auto-populate a task list. That chain works because Fireflies reliably formats its output. It's not revolutionary, but it removes enough friction that I don't skip the step.