Human-in-the-Loop Architecture

AI Powered Email Assistant

n8n CloudLlama 3 (Groq)Gmail OAuth2Custom Dashboard

The Problem

Managing an inbox requires constant context switching, destroying focus. Traditional auto-responders are too 'dumb' to handle context, but fully autonomous AI tools are too 'scary'—users don't trust an AI to send emails without supervision.

The Solution

We engineered a secure 'Human-in-the-Loop' agent. It autonomously monitors the inbox, 'thinks' about the content using Llama 3 for speed, and prepares a draft. It then presents this draft on a custom 'Projector Beast' UI, waiting for a human to review and click 'Send'.

Zero-Latency drafting with Groq (Llama 3).

Secure Gmail Integration via OAuth2.

Custom High-Contrast 'Command Center' UI.

Thread-aware replies (Maintains conversation context).

Agentic Architecture

This system relies on event-driven orchestration handled via n8n and Python microservices.