Internal R&D Project

Sales Lead Scoring & Outreach Agent

A fast, intelligent AI agent designed to help sales teams prioritise leads and automatically generate personalised outreach messages.

3x
More Relevant Outreach
100%
Automated Scoring
Category:
AI Agent
Sales Automation
LLM Integration
AI Sales Dashboard Interface

The Challenge

Sales teams—especially in SMEs—are drowning in unorganised data. They deal with long lists of leads with no clear way to prioritize them. Manual research takes hours, leading to missed follow-ups and generic "spray and pray" messaging that prospects ignore.

  • Missed follow-ups due to volume
  • Time wasted researching cold leads
  • Low conversion from generic templates

What We Built

We didn't just build a dashboard; we built a Teammate. This AI Agent autonomously reads lead data, scores it based on ideal customer profiles, and drafts high-quality emails.

It reasons through context to decide if a lead is HOT, WARM, or COLD, giving the sales team a prioritized hit-list every morning.

Under the Hood

How the Agent Works

01

Data Ingestion

The agent connects to the lead source (CSV/CRM), extracting company name, industry, size, and past interaction notes.

02

Smart Scoring

Using a backend scoring tool, it evaluates fit and intent signals to tag leads as Hot, Warm, or Cold automatically.

03

Context Retrieval

It searches internal vector stores for relevant case studies and pain points matching the prospect's industry.

04

Drafting

Finally, it generates a personalized LinkedIn message or Email draft, ready for a human to click "Send".

Technology Stack

Next.js
Tailwind CSS
FastAPI (Python)
LLM Agents
FAISS (Vector DB)
Tool Calling

Ready to stop chasing cold leads
and focus purely on closing deals?

DuskQ
Book a Sales AI Strategy Call

We currently have capacity for 2 more custom pilots this month.