Step-by-step

📝 Cohere

Cohere

📘 Step-by-step 📘 Cohere↗ Cohere · Official sitebeginner 💼 Business

Turn a meeting transcript into a to-do list with owners and deadlines using Cohere

Q: What mistakes should I avoid?

Pasting a summary instead of the full transcript. The cleaner and shorter your input, the more you'll get a generic answer. Use the actual transcript — the model needs the raw conversation to spot who said yes to what. Asking for "a summary" instead of action items. A summary is what the meeting was about; action items are who owes what by when. Be explicit, as in Step 3 — those thre

Paste your meeting transcript into Cohere's chat and get a clean list of who owns what by when — in about five minutes.

6 min read·August 11, 2026

This guide was written by AI. It passed automated fact and quality checks; no human editor reviewed it.

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If your meetings end with a long transcript and a fuzzy sense of "someone should follow up on that," this guide is for you. In about five minutes you'll have a clean, assignable list of tasks — names and dates included — ready to drop into whatever project tool your team uses. One honest note up front: Cohere will write the list for you, but it can't actually open Asana or send email on your behalf. The final copy-paste into your task tool is still a 30-second step you do yourself.

💡 Tip: tap a step’s number when you finish it — a green tick appears and your browser remembers how far you got.

✅ Before you start

A Cohere account at cohere.com — there is a free starting tier, and paid plans if you run a lot of transcripts through it. Sign in before you start so you don't hit a wall mid-task.
A meeting transcript as plain text. Most meeting tools (Zoom, Google Meet, Teams, Otter, Fireflies, Read.ai) have a "Copy transcript" or "Download" button. If you only have audio, you'll need to transcribe it first — that's a separate step.
About 5 minutes for a typical 30–60 minute meeting.

Step 1 of 6

Get your transcript into one clean block

Open your meeting tool and find the transcript. Look for a button labeled something like "Copy transcript," "Download," or three dots (⋯) next to the recording. Paste everything into a plain text file, a Notes app, or an email draft. Strip out timestamps and speaker labels if they're noisy, but keep them if they help you remember who said what — names are the hardest part for any AI to get right, so context helps.

💬 Examplea short cleaned block looks like "Maria: We need to finalize the Q3 budget by Friday. John: I'll draft the client email. Sarah: I'll book the follow-up meeting for next Tuesday."

✅ You'll know it worked when

the text reads as a continuous conversation with no audio markers, system messages, or "[inaudible]" notes left in.

Next step ↓

✏️ Sketch — your screen may look a little different

Step 2 of 6

Open Cohere's chat

Go to cohere.com and sign in, then look for the chat or playground option in your dashboard. You're looking for a screen with a large text box where you can type a message and send it. If you land on the API dashboard by mistake, look for a tab labeled "playground" — that's the same chat experience, just framed for developers. If Cohere shows you an assistant named Coral or similar, that's the right place too.

💬 Examplethis step doesn't involve typing anything new — just sign in and find the empty input area.

✅ You'll know it worked when

you see a blank chat box with a send button (often a paper-plane ⬆ or arrow icon) ready to receive your message.

Next step ↓

Step 3 of 6

Paste the transcript and ask for action items

Click into the chat box and paste your entire transcript. Then, on a new line, type your instruction. The clearest prompts name the format you want and the three fields you care about: task, owner, and deadline. Vague prompts get vague answers; specific prompts get specific lists.

💬 Examplepaste the transcript, then add — "From the transcript above, list every action item. For each one, give: the task, the person who agreed to do it (owner), and the deadline or target date. If an owner or deadline is not stated, write 'unclear'. Format as a numbered list."

Hit send and wait a few seconds. Cohere will return a numbered list, usually one task per line.

✅ You'll know it worked when

you see tasks that mirror the commitments people actually made in the meeting — not a generic summary of the topic.

Next step ↓

✏️ Sketch — your screen may look a little different

Step 4 of 6

Ask for anything it missed

Read the list carefully. If owners or deadlines are missing on some tasks, send a short follow-up. This gives Cohere a second pass at the same text, now focused on the specific gap. If the first response was too long or skipped a topic, ask it to redo it with tighter rules. Don't be polite about it — be specific, the same way you would with a colleague.

💬 Exampletype — "Add an owner for item 3 — it sounds like Maria mentioned she'd take it. Also give me a deadline for item 5, or mark it as unclear if none was given. Keep the same numbered format."

✅ You'll know it worked when

every action item has a name attached and a date, or an honest "unclear" label rather than a guess.

Next step ↓

✏️ Sketch — your screen may look a little different

Step 5 of 6

Copy the final list into your task tool

Highlight Cohere's reply and copy it. Open whatever tool your team uses for tasks — Asana, Trello, ClickUp, Notion, a shared spreadsheet, even an email. Paste the list as the starting point for new tasks. Most task tools let you turn each line into its own card, ticket, or row.

💬 Examplepaste as the description for a parent task called "Marketing sync — Oct 14," then create one subtask per numbered item, each with the owner and date filled in.

✅ You'll know it worked when

each task lives as its own item, has an owner assigned, and shows a due date — not buried in a single paragraph.

Next step ↓

✏️ Sketch — your screen may look a little different

Step 6 of 6

Send it to attendees for a quick confirm

Before you treat the list as final, send it to the people who were in the meeting. A short message — "Here's what I captured as next steps, let me know if I missed anything" — catches misheard names and dates. This step is quick but it prevents the most common failure mode: a confident-looking task list that quietly misnames a person or invents a deadline nobody agreed to.

💬 Try typing this"Hi all — pulled these action items from today's call: 1) Maria finalizes the budget by Fri 10/17; 2) John drafts the email by Wed; 3) Sarah books the follow-up. Let me know if anything's off."➤

✅ You'll know it worked when

the team replies (or silently doesn't object) and you can lock the tasks into your shared system with confidence.

✏️ Sketch — your screen may look a little different

⚠️ Common mistakes

Pasting a summary instead of the full transcript. The cleaner and shorter your input, the more you'll get a generic answer. Use the actual transcript — the model needs the raw conversation to spot who said yes to what.
Asking for "a summary" instead of action items. A summary is what the meeting was about; action items are who owes what by when. Be explicit, as in Step 3 — those three words ("action items," "owner," "deadline") are the difference between a useful list and a vague recap.
Skipping the confirm-with-attendees step. Even a great extract can mishear a name ("Marie / Maria") or invent a date that wasn't said. The 30-second confirmation message saves you from tasks going to the wrong person or landing on a phantom date.

🚀 Try it now

Open your last meeting transcript, copy it into Cohere's chat, and paste the prompt from Step 3. Two minutes from now you'll have a first draft of your action items sitting on screen.

🎯 Next guidePull Names, Emails, and Phone Numbers Out of Messy Text with CoherePaste a tangled block of contact info, get a clean list back in seconds — no spreadsheet formulas or manual typing required.

❓ Quick questions

How long does this take?

About 6 minutes — the guide has 6 steps, and you can tick each one off as you go.

Which tool do I need?

This guide uses Cohere — but the approach works very similarly in other AI assistants.

Do I need to prepare anything?

A Cohere account at cohere.com — there is a free starting tier, and paid plans if you run a lot of transcripts through it. Sign in before you start so you don't hit a wall mid-task.
A meeting transcript as plain text. Most meeting tools (Zoom, Google Meet, Teams, Otter, Fireflies, Read.ai) have a "Copy transcript" or "Download" button. If you only have audio, you'll need to transcribe it first — that's a separate step.
About 5 minutes for a typical 30–60 minute meeting.

What mistakes should I avoid?

Pasting a summary instead of the full transcript. The cleaner and shorter your input, the more you'll get a generic answer. Use the actual transcript — the model needs the raw conversation to spot who said yes to what.
Asking for "a summary" instead of action items. A summary is what the meeting was about; action items are who owes what by when. Be explicit, as in Step 3 — those three words ("action items," "owner," "deadline") are the difference between a useful list and a vague recap.
Skipping the confirm-with-attendees step. Even a great extract can mishear a name ("Marie / Maria") or invent a date that wasn't said. The 30-second confirmation message saves you from tasks going to the wrong person or landing on a phantom date.

Keep reading

📘 Getting started with Cohere: a beginner's guide Learn what Cohere’s AI tools are and how to use them to draft text for work, even if you’re new to AI. 📘 Turn a Rambling Voice-Memo Transcript into a Clear To-Do List with Le Chat Paste a messy, half-finished transcript into Le Chat and let it pull out the actual tasks, owners, and deadlines in under a minute. 📘 Turn Your Messy Meeting Notes into a Clean To-Do List with Qwen Paste your rough notes after any meeting and get a tidy action list with owners and deadlines ready to share with your team. 📘 Pull Names, Emails, and Phone Numbers Out of Messy Text with Cohere Paste a tangled block of contact info, get a clean list back in seconds — no spreadsheet formulas or manual typing required. 📘 Turn Your Messy Class Notes into Study Flashcards with Cohere Use Cohere's AI to paste your lecture notes and get a ready-to-use set of study flashcards in minutes. 📘 Build a Simple Q&A Chatbot for Your Website with Cohere Set up a basic AI assistant on your business site using Cohere's powerful models and a simple copy-paste code snippet, perfect for answering common customer questions.

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