# Multi-agent pipeline — case study

> Several agents work as a team: one qualifies the lead, one researches it, one writes the outreach, one schedules the follow-up. Each hands off to the…

_Canonical: https://pingvin.dev/cases/multi-agent-pipeline/_

---

1.  [Home](/)
2.  [Cases](/cases/)
3.  Multi-agent pipeline

Sales & CRM

# Multi-agent pipeline

Several agents work as a team: one qualifies the lead, one researches it, one writes the outreach, one schedules the follow-up.

## Engagement

Industry

Sales & CRM

## About the product

Several agents work as a team: one qualifies the lead, one researches it, one writes the outreach, one schedules the follow-up. Each hands off to the next, with a human approving only the final step.

## What we did

-   Each hands off to the next, with a human approving only the final step.

## Stack

-   N8N
-   Claude
-   CRM API
-   Slack

## Similar problem?

This work came out of the direction below.

-   [AI Automation & AgentsThe work your team keeps doing by hand, done by software instead.](/services/ai-automation/)