Core Challenge
Constant context-switching across communication, email, and calendar tools causes severe productivity loss and delayed response times.
System Architecture
An autonomous supervisor-router multi-agent framework built with self-hosted n8n and Google Gemini 1.5 Flash directly inside Slack.
Workflow Breakdown
- Secure Ingestion: Captures incoming Slack interactions via an encrypted Cloudflare Tunnel and webhook trigger.
- Intent Classification: Normalizes conversational metadata and intelligently categorizes the user's intent.
- Domain-Isolated Agents: Deterministically delegates actions to dedicated Calendar and Gmail sub-agents equipped with authenticated OAuth2 tools.
- Zero-Hallucination Delivery: Executes queries, schedules events, and drafts emails with sub-2s latency directly in the Slack thread.
Key Outcomes
- ⚡ Sub-2s response latency across all multi-turn conversations.
- 🎯 99% task routing accuracy with zero tool hallucinations.
- 🔄 Zero context switches required for daily operations.