The Autonomous Enterprise:
Building a Zero-Touch Sales Pipeline

01Smart Ingestion

Native form integrations are often slow (polling every 15 minutes). To achieve zero-touch latency, we use webhooks. This pushes data to Make.com instantly.

{
  "event": "form_submission",
  "source": "landing_page_v1",
  "data": {
    "email": "[email protected]",
    "company": "Enterprise Corp",
    "intent_message": "We need to automate 500 SDRs..."
  }
}

02Automated Enrichment

Never ask a prospect for data you can buy. We take the email domain and querying Apollo or Clearbit API. We extract: Revenue, Headcount, and Tech Stack.

This data is critical for the next step: giving the AI enough context to make a smart decision.

03AI Lead Scoring

This is the core differentiator. We send the user's message + the enriched company data to GPT-4o with a specific system prompt: "Act as a Senior VP of Sales. Score this lead from 0-100 based on fit for our Enterprise plan."

const completion = await openai.chat.completions.create({
  model: "gpt-4o",
  messages: [
    {
      role: "system",
      content: "You are a Sales Architect. Output JSON: { score: number, reason: string }."
    },
    {
      role: "user",
      content: `Company: ${enrichment.name} (${enrichment.revenue})
Message: ${params.message}`
    }
  ]
});