Quick answer: Most AI meeting tools record, transcribe and summarize, then leave the real work to you. Role-based agents go further: they understand what matters for a specific job and produce finished output, such as a PRD for a product manager, a deal summary and follow-up email for sales, structured interview feedback for recruiters, or Jira tickets for engineering teams.
Meetings were supposed to save time. Instead they often create more work: notes to write, tasks to assign, tools to update and decisions to track.
Over the last couple of years, a wave of AI tools has tried to help, including Otter, Fireflies, Fathom and Avoma. They record meetings, transcribe conversations and generate summaries, which is a solid start. But:
Summarizing is not the same as solving. What you really need is action: automated, structured and role-specific. That is where Acta comes in.
How is Acta different from other AI meeting tools?
Most tools give everyone the same summary. Acta gives each role the output it actually needs, and connects that output to the tools where work happens. For detailed head-to-heads, see Acta vs Otter and Acta vs Fireflies.
What are role-based agents, really?
Think of them as teammates trained for specific jobs. Acta does not just listen to your meetings. It understands what matters for your role and turns it into useful output. Here is what that looks like in practice.
For product managers
Most tools give you a summary like:
"Discussed new feature X. Needs follow-up."
Acta's PM Agent goes much further:
- Writes a structured PRD
- Generates user stories and acceptance criteria
- Shares it to Notion or Confluence
You leave the meeting with half your sprint planning already done.
For sales teams
A typical tool might give you:
"Client asked about pricing. Follow-up required."
Acta's Sales Agent instead:
- Summarizes the deal
- Updates Salesforce or HubSpot
- Captures pain points, objections and next steps
- Drafts a follow-up email
So you close faster, with less admin. See more on Acta for sales teams.
For HR and recruiting
Other tools might transcribe an interview and tell you:
"Candidate discussed their past role and team experience."
Acta's HR Agent:
- Highlights strengths and red flags
- Creates structured interview feedback
- Captures clear hiring signals for the panel
You get insights that are ready to share with the hiring panel, without a second meeting.
For scrum masters and engineering leads
Standups and sprint reviews are more than words. With Acta's Scrum Agent, conversations become:
- Bug reports
- Jira tickets
- Task updates
- Retro action items
Read how this works end to end in how scrum masters and engineering teams go from meetings to Jira tickets.
Why does this matter?
Because meetings do not move work forward; actions do. Most tools stop at telling you what was said.
Acta goes further and helps you do something with it. No more follow-up chaos, no more missed context and no more switching between tools to log tasks.
Is Acta secure?
Yes. Your conversations are private and should stay that way. In Acta, people only see the meetings they have access to. You can read more on our security page.
You do not need another summary
You need outcomes. Acta is the AI teammate you wish you had: it follows up, creates, logs and writes, and keeps things moving while you focus on real decisions.
Frequently asked questions
What is a role-based AI agent?
It is an AI agent built for a specific job, such as product, sales, recruiting or engineering, that turns a meeting into the output that role needs.
Can Acta create Jira tickets from standups?
Yes. Engineering conversations can become bug reports, Jira tickets, task updates and retro action items.
Does Acta write sales follow-up emails?
Yes. The Sales Agent summarizes the deal, captures objections and next steps, and drafts a follow-up email.
Let your meetings work for you: try Acta free for 15 days.
