How to Hire an AI Automation Agency, Engineer or Developer (and What It Costs You to Get It Wrong)
The AI automation market is crowded with people who've learned three tools and call themselves agencies. Here's how to separate the useful from the noisy.
What to look for
- They ask about your process first. If the first call is a tool pitch, leave.
- Real examples of workflows in production, not demo videos.
- Honest about limits: willing to say "don't automate that" or "a spreadsheet will do".
- They handle failure: error handling, monitoring, alerts and logs are part of the build.
- You own the result: code, workflows, credentials and documentation are yours.
Red flags
- Guaranteed "10x" results with no knowledge of your operation.
- Locking you into their platform or an unlimited retainer.
- No plan for human review of AI output.
- Vague pricing, with no scope or milestones.
Questions to ask
- What would the pilot be, and how will we measure success?
- What happens when it breaks, and who finds out first?
- Where does my data go, and which AI providers are involved?
- What do I get at the end (source, docs, handover)?
- Who actually does the work?
A good first project
Small, valuable and measurable: one workflow with clear volume, delivered in a few weeks, with a baseline to compare against. Use the readiness check to pick it. If it works, expand. If it doesn't, you've lost little.
Working with me
I work directly with clients, with no layers of account managers. I scope a small pilot, build it with proper error handling, hand over everything, and only then talk about the next thing. Book a free consult and bring the process.
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Frequently asked questions
What does an AI automation engineer do?
They design and build automated workflows and AI-powered systems: integrating APIs, building agents and document pipelines, handling errors, and monitoring the result in production.
Agency, freelancer or in-house hire?
In-house suits continuous, large-scale needs. Agencies bring breadth but add overhead. A specialist freelancer or small studio is often the best value for a handful of well-defined projects.
How much should I budget for a first automation project?
Scope drives cost, not buzzwords. A single well-defined workflow is a small project; multi-system AI agents are larger. Ask for a fixed-scope pilot with a clear success metric.