MeetingMind++

Turn any meeting transcript into real executed actions — Jira tickets, Slack updates, and emails sent automatically via a dual-mode Airia agent with human approval governance.

Comment

Inspiration

Every team wastes 30–60 minutes after every meeting manually writing action items, creating Jira tickets, sending follow-up emails, and posting Slack summaries. Multiply that across hundreds of meetings per year — it's thousands of hours lost to admin work that should be automated.

We wanted to build something that actually executes — not just summarizes.

What it does

MeetingMind++ converts any meeting transcript into real enterprise execution in seconds:

  • 🧠 Extracts all action items, owners, and deadlines using AI
  • 🎫 Creates real Jira tickets for every action item automatically
  • 💬 Posts a formatted Slack update with risk alerts to your team
  • 📧 Sends a follow-up email to all meeting attendees
  • 📊 Remembers past meetings and spots recurring blockers
  • ⚠️ Scores delivery risk so nothing falls through the cracks

Two execution modes:

  • Manual mode — AI prepares everything, human approves before anything is sent (enterprise governance)
  • Auto mode — fully autonomous execution with zero delay (speed)

How we built it

Built entirely on the Airia platform using:

  • Visual dual-mode agent pipeline with conditional routing
  • Native HTTPS step nodes for Slack, Jira, and Email integrations
  • Human-in-the-loop approval gate (Airia's native HITL node)
  • Python Code Block nodes for action item parsing and risk scoring
  • Airia Memory for cross-meeting intelligence
  • Airia Slack Bot interface for native Slack interaction
  • Action Planner Agent + Delivery Packager Agent nodes
  • Strict reliability mode with idempotent delivery writes
  • Parallel fanout delivery — all integrations fire simultaneously

Challenges we ran into

  • Wiring real Jira ADF format tickets directly from inside Airia HTTPS nodes required careful JSON payload construction
  • Building deterministic dual-route logic inside Airia's conditional branch node so manual vs auto routing is 100% reliable
  • Implementing cross-meeting memory that persists context across multiple transcript runs
  • Making the human approval flow work seamlessly between Airia's HITL gate and real Slack notifications

Accomplishments that we're proud of

  • 100% of orchestration runs natively inside Airia — no external runners needed
  • Real Jira tickets, Slack messages, and emails firing live simultaneously in under 10 seconds
  • Dual-mode governance architecture that enterprises can actually deploy
  • Cross-meeting risk intelligence that spots recurring unresolved work across weeks
  • Clean one-command reproducible demo with strict integration enforcement

What we learned

  • Airia's HTTPS step nodes are powerful enough to replace entire integration libraries when configured correctly
  • Human-in-the-loop design is not just a feature — it's what makes AI agents trustworthy for enterprise use
  • The difference between a demo and a real product is reliability engineering — retries, idempotency, strict modes

What's next for MeetingMind++

  • Calendar integration — auto-detect meetings from Google Calendar and trigger processing automatically
  • Voice input — speak your transcript directly instead of pasting text
  • WhatsApp interface — process meetings from your phone via WhatsApp
  • Weekly intelligence reports — auto-generated every Friday summarizing team execution trends
  • Multi-language support — process meetings in any language

Built With

Share this project:

Updates