AI Client Research & Outreach Pipeline

Five-stage AI pipeline that turns a company name into a complete outreach package — research, analysis, workflow build, pitch deck, and draft outreach. Fully automated.

n8nClaude APIMulti-agentPythonWorkflow AutomationRAG

Problem

AI consulting firms spend 4+ hours on manual research before they can qualify a single prospect. Company background, pain points, automation opportunities, competitive context, and a draft pitch all have to be assembled by hand — work that is repetitive, inconsistent, and doesn't scale beyond a handful of prospects per week.

Solution

A five-stage multi-agent pipeline: feed it a company name and it returns a complete outreach package. A research agent gathers context, an analysis agent produces a structured brief, an n8n agent maps relevant workflows for that specific client, a presentation agent builds a deck outline, and an outreach agent drafts a personalized cold email. What used to take half a day takes under 30 minutes.

Demo

Demo walkthrough coming soon

Results

4+ hours of manual research → under 30 min per prospect
5 specialized agents running in sequence
Complete outreach package per prospect
Active pipeline used for client acquisition

Tech Stack

Pythonn8nClaude APIRAGMulti-agent OrchestrationGoogle Sheets API

Want something like this for your team?

Fixed-price engagements. No retainers. Most projects ship in 1–6 weeks.

Book a Discovery Call