---
title: "AI isn't ready to execute complex API business logic"
description: "LLMs struggle with multi-step API workflows, largely because complex use cases aren't documented for AI."
canonicalUrl: "https://zuplo.com/videos/ai-isnt-ready-to-execute-complex-api-business-logic-apis-llms-ai-modelcontextprotocol"
watchUrl: "https://www.youtube.com/watch?v=4YsKirIY9C4"
date: "2025-07-04"
duration: "1:16"
categories: ["MCP & AI"]
pageType: video
---

# AI isn't ready to execute complex API business logic

LLMs struggle with multi-step API workflows, largely because complex use cases aren't documented for AI.

**Watch:** [https://www.youtube.com/watch?v=4YsKirIY9C4](https://www.youtube.com/watch?v=4YsKirIY9C4)

- Duration: 1:16
- Published: 2025-07-04
- Categories: MCP & AI