Rajat AIRajat AI
Human-in-the-Loop AI Outreach
Sales
Automation
Human-AI

Human-in-the-Loop AI Outreach

Combines AI automation with human oversight to streamline client communication.

How It Works

  1. Project Knowledge Base (Airtable): Stores past successful projects as a reference repositories.
  2. Lead Collection: Automatically gathers pre-filtered leads from forms and messages.
  3. AI Matching & Drafting: Analyzes lead requirements, matches with past projects, and drafts personalized emails.
  4. Human Review Loop: Drafts are sent to an internal inbox. Reviewers approve or request rewrites (which AI iterates on).
  5. Approval-Gated Automation: No email is sent without explicit human approval.

Benefits

  • Speed: Automates 90% of prep work.
  • Accuracy: Context-aware matching.
  • Control: Full human oversight.
  • Scalability: Handles high volume with high quality.

Human-in-the-Loop Demo

This approach is part of our AI for sales and customer experience work. For the case behind automating processes like this one, read the hidden cost of manual data entry.