AI and automation basics · Pittsburgh

Human-in-the-loop AI, explained

Human-in-the-loop means a person reviews or approves what the AI does at key points. It is how you get the speed of automation without giving up control.

Where to put the human

  • Before anything is sent to a customer, at least at first
  • Before money moves or records change
  • When the AI is unsure or the request is unusual
  • For sensitive, legal, medical, or safety topics

Make review quick

Show the proposed action next to its source so a reviewer can approve, edit, or reject in seconds. Slow review defeats the point.

Loosen it carefully

As you gather evidence that a step is reliable, you can reduce review on low-risk items. Keep logs so you can check later.

Why we build this way

We design automations with clear escalation to a person, because honest limits are better than confident errors. See common mistakes.

Common questions

Does review remove the savings?

Not usually. Checking is faster than doing the work from scratch.

Is a human always required?

Not for every task, but for anything costly or customer-facing we recommend it to start.

Want to talk it through?

Tell us what you are dealing with. We will give you a straight answer on whether automation is worth it for your business.