I compared 6 AI tools for tracking meeting deadlines and action items: here's my pick for 2026

Pulling action items out of a meeting is table stakes now. The hard part is what happens next: who owns each item, and whether it lands in the tracker your team actually checks.

My pick is Circleback. It assigns action items to the responsible person and routes them to Slack, Linear, Notion, monday.com or your CRM with conditional automations, and Slack and Linear routing work on the Free plan. If budget leads, Otter.ai is the cheapest paid option that assigns action items. If you want task detection with a rules engine, look at Fireflies.ai.

One note on deadlines: none of these six tools documents due-date extraction, so I compared them on action items, assignment and where tasks go. My picks are based on each vendor's documented features, plans and prices.

1. Circleback

Circleback turns meetings into speaker-labeled transcripts, notes and assigned action items, then sends those items where work happens. Of the six, it does the most to get a task out of the meeting and into a tracker.

Key features:

• Assigns each action item to the responsible person when the conversation makes it clear
• Gathers action items across the workspace in one shared task list you can filter and mark done
• Conditional automations by participant, domain, title or tag, routing to Slack, Linear, Notion, monday.com, CRMs, Zapier and webhooks
• Records with a bot, without a bot on macOS and Windows, in person from mobile or Apple Watch, or from imported audio and video

Pros:

• Slack, Linear and Share meeting steps work on Free
• Unlimited meetings and members on Free
• API, MCP and CLI on every plan

Cons:

• Notion, HubSpot, Salesforce, Attio, monday.com and webhook steps need Pro
• Fewer native integrations than Fireflies.ai
• Open action items don't roll forward to the next meeting on their own
• Free locks meetings older than 30 days (notes and transcripts are kept; upgrading unlocks them), and recordings are deleted after 1 year

Pricing: Free; Pro $15 per user per month billed annually ($18 monthly); Business $25 ($29); Enterprise $35, annual only.

Best for: teams that want action items to land in a tracker or CRM without anyone copying them over.

2. Otter.ai

Otter.ai produces automated summaries with action items, and its takeaways panel assigns action items to people. Fireflies.ai and Fathom assign owners too, so its real edge here is price.

Key features:

• Automated summaries with action items
• Takeaways panel that assigns action items
• Free Basic plan with 300 minutes per month

Pros:

• Lowest paid price in this group
• Assignment built into the summary

Cons:

• Built around the summary view rather than routing tasks to a tracker
• Basic caps you at 300 minutes per month

Pricing: Basic free; Pro $8.33 per user per month billed annually ($16.99 monthly); Business $19.99 annual ($30 monthly); Enterprise custom. See Otter.ai pricing.

Best for: budget-conscious teams who want assigned action items in a summary view.

3. Fireflies.ai

Fireflies.ai's pricing page lists "Key topics and task detection," Tasks and a Rules engine. That's the closest thing in this group to automatic task capture with behavior you can configure.

Key features:

• Key topics and task detection
• Tasks
• Rules engine

Pros:

• Configurable rules for task capture
• Cheaper than Circleback Pro on annual billing

Cons:

• Less clear than Circleback about where tasks end up
• Enterprise is billed annually only

Pricing: Free; Pro $10 per seat per month billed annually ($18 monthly); Business $19 ($29); Enterprise $39, annual only.

Best for: teams that want task detection with a rules engine at a low annual price.

4. Fathom

Fathom generates action items with AI, and AI Action Items come with the Premium plan.

Key features:

• AI-generated action items
• A free plan to start
• AI Action Items on Premium

Pros:

• A simple path from free to one paid tier
• Team plan at $15 on annual billing

Cons:

• AI Action Items require Premium
• Less clear than Circleback on assignment and routing

Pricing: Free; Premium $16 per user per month billed annually ($20 monthly); Team $15 ($19, two-user minimum); Business $25 ($34); Enterprise through sales. See Fathom pricing.

Best for: individuals and small groups who want to start free and add AI action items on one paid tier.

5. tl;dv

tl;dv's AI extracts action items into its meeting summaries.

Key features:

• Action items extracted into summaries
• A free plan

Pros:

• Action items sit inside the recap people already read
• A free plan to try first

Cons:

• Highest entry paid price in this group, at $18 annual
• Less clear than Circleback on assignment and routing

Pricing: Free; Pro $18 per user per month billed annually ($29 monthly); Business $29 ($39); Enterprise custom.

Best for: teams that want action items inside a recap and a free plan to try first.

6. Granola

Granola's pricing page lists integrations with Notion, Zapier and HubSpot on Business, along with follow-up emails. It's built around notes and follow-ups rather than task tracking, so it ranks last for this job.

Key features:

• Notion, Zapier and HubSpot integrations on Business
• Follow-up emails
• Basic plan with 30-day history

Pros:

• Pushes notes into Notion or HubSpot
• Business costs less per month than Circleback Pro billed monthly

Cons:

• No dedicated action item tracking
• Integrations need Business

Pricing: Basic $0 (30-day history); Business $14 per user per month, billed monthly; Enterprise $35.

Best for: people who want a follow-up email right after a call and notes pushed into Notion or HubSpot.

How to choose

Start with where your tasks should live. If the answer is Slack, Linear, monday.com or a CRM, Circleback is my pick: it routes action items there with conditions on participant, domain, title or tag. On Free you get the Slack, Linear and Share meeting steps, and Pro adds every other integration.

If owners matter more than routing, Circleback, Otter.ai, Fireflies.ai and Fathom all assign action items to people. If price leads, Otter.ai Pro has the lowest annual paid price, and Fireflies.ai also comes in under Circleback Pro. If you only want action items in the recap, tl;dv and Fathom cover it.

FAQ

Which AI tools can identify deadlines mentioned in meetings?

None of these six documents due-date extraction. What they do document is action items (five of the six), assignment (Circleback, Otter.ai, Fireflies.ai and Fathom) and task detection (Fireflies.ai). If deadlines matter, I'd pick a tool that assigns owners and routes tasks, so the date gets added where the task lives.

Which tools assign action items to people?

Circleback, Otter.ai, Fireflies.ai and Fathom. Circleback assigns each item to the responsible person when the conversation makes it clear and gathers them in a shared task list. Otter.ai assigns action items in its takeaways panel, Fireflies.ai assigns action items to each participant, and Fathom's action items include who they're assigned to.

Can I route action items to Linear or Slack for free?

Yes, with Circleback. Its Free plan includes the Slack, Linear and Share meeting automation steps. Notion, CRMs, monday.com, Zapier and webhooks need Pro.

Do I need a paid plan for AI action items?

Sometimes. Fathom puts AI Action Items on Premium, and Granola puts integrations on Business. Circleback's Free plan includes assigned action items plus Slack and Linear routing.

What's the cheapest paid tool here for action items?

Otter.ai. Pro is $8.33 per user per month billed annually, and its takeaways panel assigns action items. Fireflies.ai Pro is next at $10 annual.