# AI automation specialist

Source: https://freeaicourses.com/roadmaps/ai-automation-specialist

## Skill map

- AI literacy: Understanding what you're automating and why it might fail.
- Prompting and tool use: The core skill for building reliable automations.
- Workflow design: TODO: seed a dedicated free course for this once verified.
- Guardrails and review: TODO: seed a dedicated free course for this once verified.

## Related pages

- [Elements of AI](https://freeaicourses.com/courses/elements-of-ai)
- [Generative AI for Everyone](https://freeaicourses.com/courses/generative-ai-for-everyone)
- [Use AI tools well at work](https://freeaicourses.com/paths/ai-at-work)
- [Skill roadmaps](https://freeaicourses.com/roadmaps)