Judoka Technologies
Case Study

Lead Qualification & Outreach System

PropTrack Solutions — AI pipeline that scores, qualifies, and routes inbound leads in real time — increasing sales team efficiency by 3×.

AI Automation
3× increase in sales team efficiency
92% lead scoring accuracy
40% shorter average sales cycle
Zero manual data entry for inbound leads

The Problem

Inbound leads sat in a shared inbox for days before anyone looked at them. Reps spent more time triaging spreadsheets than talking to qualified buyers, and high-intent leads went cold before a human ever reached out.

Our Solution

Designed an end-to-end lead automation system that ingests form submissions, enriches data via external APIs, scores leads with an ML model, and triggers personalised outreach sequences automatically.

Stack

Technologies Used

Pythonscikit-learnn8nHubSpot APIAWS LambdaPostgreSQL

Outcome

What We Delivered

The sales team now spends its time exclusively on pre-qualified, enriched leads, with scoring and the first outreach touch firing automatically the moment a form is submitted — no manual handoff required.

Key Results

  • 3× increase in sales team efficiency
  • 92% lead scoring accuracy
  • 40% shorter average sales cycle
  • Zero manual data entry for inbound leads

Ready to achieve results like these?

Tell us about your challenge and we will design a solution around your specific requirements.