Aidena

— AI STACK RECOMMENDATION

AI Meeting Transcription & Slack Integration

Capture Zoom meetings, transcribe with AI, summarize automatically, and post insights to Slack channels for team collaboration at startup scale.

Stays alive for 365 days after the last visit.

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AI Meeting Transcription & Slack Integration

Capture Zoom meetings, transcribe with AI, summarize automatically, and post insights to Slack channels for team collaboration at startup scale.

high confidence

Core Stack ℹ︎

AssemblyAI

Primary

Production-grade speech-to-text with real-time and batch transcription, built-in summarization, sentiment analysis, and topic detection. Handles Zoom audio reliably with high accuracy and scales seamlessly for startup growth.

$0-$100/month

Claude Sonnet 4

Primary

Fast, cost-effective LLM for summarizing transcripts, extracting action items, and generating Slack-formatted summaries. Excellent at nuanced understanding with low hallucination for meeting context.

$20-$50/month

Activepieces

Primary

Open-source no-code automation platform to orchestrate Zoom webhook triggers, AssemblyAI transcription calls, Claude summarization, and Slack message posting. Self-hostable for cost control and data privacy.

$0/month (self-hosted)

Complete the Stack ℹ︎

Dify

Alternative

All-in-one platform combining workflow orchestration, multi-LLM support, and built-in integrations for Zoom and Slack. Provides visual editor for non-technical team members to modify summarization logic without code.

$0-$50/month

AgentOps

Alternative

Monitor transcription pipeline performance, track LLM costs, and debug failures in production. Essential for startup scaling to catch bottlenecks early and optimize spend.

$0-$50/month

Getting started

  1. 1Set up Zoom webhook to trigger on meeting.completed events and capture recording URL.
  2. 2Configure Activepieces workflow: receive Zoom webhook → download recording → send to AssemblyAI for transcription.
  3. 3Once transcription completes, call Claude Sonnet API with transcript to generate summary and action items.
  4. 4Format output as Slack message (thread in meeting channel) with summary, key points, and action items.
  5. 5Add AgentOps instrumentation to track transcription latency and LLM token usage.
  6. 6Deploy Activepieces on affordable cloud (Fly.io, Railway) or self-host for zero infrastructure cost.
  7. 7Test end-to-end with a test Zoom meeting and validate Slack message formatting.
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