AIOps Consulting vs AI Consulting What's the real difference, and which path is worth pursuing?

I'm trying to understand the reality of these two fields from people who actually work in them.

When I research online, AIOps Consulting and AI Consulting are often used interchangeably or explained in vague terms. I'm looking for clarity from people with actual experience.

A few specific questions:

What does each role actually look like day to day?

What kinds of problems do clients hire each one to solve?

What skills are genuinely necessary — and what's just noise?

Do you need a deep technical background to be effective, or does domain/industry knowledge carry weight too?

If you were starting over today, which path would you choose and why?