Ask whether they can map triggers, decision points, fallbacks, approvals, and reporting, not just build a chatbot surface.
Resource
How to hire an AI automation expert without ending up with a fragile demo.
Many businesses search for an AI automation expert when the real need is simpler: they want someone who can understand the workflow, remove repeated work, and keep the result usable for the team.
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workflow fit
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The best automation hires think about operators, edge cases, approvals, and recovery paths, not only shiny output.
What to look for first
Strong answers usually include case studies, screenshots, and clear explanations of why the system mattered to the business.
A good automation expert can explain who owns the workflow after launch and how the team will understand or recover it.
Questions worth asking before you hire
- What part of this workflow should stay human?
- How do you handle errors, retries, and edge cases?
- What tools would you use and why?
- How will the team see what happened after the automation runs?
- What would you automate first, and what would you deliberately leave out?
- They talk only about models and not about workflow ownership
- They cannot explain how the automation fails safely
- They promise to automate everything immediately
- They show no proof beyond generic AI screenshots
