Case Study

n8n Multi-Agent Flows

· 8 min read

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a Pollock-style abstract showing personified AI agents working “behind” a computer
Abstract digital art showing AI agents working in a computer.

Overview

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“The painting has a life of its own. I try to let it come through.” — Jackson Pollock

The Problem

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  • Unclear data lineage between systems
  • Manual reporting overhead
  • Inconsistent automations across environments

Solution

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Diagram or screenshot placeholder
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// Example snippet
const pipeline = createPipeline()
  .ingest('webhooks')
  .validate()
  .fanOut(['db', 'queue'])
  .notify('slack');

Results

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Metric Before After
Report build time 3 hrs 10 min
Data errors / week ~15 < 2

Tech Stack

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TypeScript Python Power BI n8n AWS