How I Built an AI Automation Pipeline That Saves Hours of Manual Work Every Day

Most businesses don't need "more AI." They need less repetitive work.

Over the past year, I've been building automation systems using Python, FastAPI, n8n, and LLMs to automate repetitive business processes.

In this article I'll walk through the architecture I use in production.

The Problem