·AI Marketing

How a 4-person Pakistani agency uses AI agents to compete with US shops

An honest breakdown of the n8n + Claude stack our agency runs — what works, what's overhyped, and what we still do manually.

Hassan Raza

4 May 2026

11 min read

Six months ago we replaced our project-management ops, lead-qualification, and client-reporting workflows with AI agents.

The result wasn't '10x faster.' It was about 3x faster on the right tasks, and 0x faster (or slower) on the wrong ones.

Here's the actual decomposition — which agents, which models, which prompts, and which jobs we still do by hand.

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