# Not everything needs AI. A framework for knowing what does.

> Not every workflow needs an AI agent. A framework for knowing when to use rule-based, AI-powered, or agentic automation — before you build.

**Category:** eBook
**Published:** 2026-04-17
**Canonical page:** https://tray.ai/guides/not-everything-needs-ai-framework/

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LOB teams want AI in everything. The backlog is growing. And somewhere between the business case and the build, someone has to make the call — what kind of automation does this problem actually need?

This guide offers a practical framework for classifying any automation problem before you start building, and shows what the right call looks like in practice through two enterprise teams that got it right.

### What you'll learn

- The three categories of automation and how to tell them apart
- How to work backwards from the output to define the right approach
- A self-assessment: three questions to ask before you build anything
- Customer stories from Zuora and Apollo.io