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How I Used an AI Agent to Pre-Qualify Leads Before Sales Reps Engage

How I Used an AI Agent to Pre-Qualify Leads Before Sales Reps Engage

Hook

Every Monday morning I would open Telegram and see a wall of messages. Most were from people asking for pricing, timelines, or vague requests. Sorting the real opportunities from the noise took an hour I didn't have.

Background

At 1it.pro we run a small DevOps consultancy. Our main inbound channel is Telegram — we have a public group where potential clients ask questions. It started as a manageable trickle, but grew into a steady stream of leads.

Problem

Most messages were one-liners like "how much for Kubernetes setup?" or "can you migrate my servers?". Without context, I could not tell if the person had a real project or was just window-shopping. I spent time replying to every message, and many never replied back.

Why it matters

Chasing unqualified leads burned hours. Worse, ignoring a genuine prospect — or replying too slowly — cost us contracts. Our lead conversion rate hovered around 15%, and I knew we were leaking potential revenue simply because we could not filter fast enough.

A well-configured lead qualification agent is like a bouncer for your sales pipeline. It saves your time and protects your reputation.

Solution

I set up a Hermes AI agent using AgentForge. In the web UI I defined three smart questions the agent would ask every new lead in Telegram:

  • 💰 Budget range – under $1K, $1–5K, $5–15K, or above
  • ⏱ Timeline – this month, this quarter, or not urgent
  • 🏢 Infrastructure context – number of servers, cloud providers, and tools used

The agent runs a simple scoring rule I configured in the web UI. A lead scores points for a budget above $5K, a timeline within a month, and clear infrastructure details. Only leads with a score of 3 or higher are forwarded to me in a private Telegram chat.

I deployed the agent using Docker Compose on a small VPS. It manages the conversation flow, stores lead data, and never drops a message. The whole setup took less than an hour.

Result

Now I only see qualified leads. My response time dropped from hours to minutes — usually under 60 seconds. The agent runs 24/7, so even when I sleep, it is collecting and scoring leads.

Our conversion rate on forwarded leads jumped to over 60%. The team now focuses on closing deals instead of filtering noise. This one agent paid for itself in the first week by freeing up my mornings.

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