Building a Human-in-the-Loop AI Workflow

AI can speed up analytics work, but analysts still need to own the logic, review the output, and decide what can be trusted.

In this Alteryx in Action session, we will show how to build a human-in-the-loop AI workflow in Alteryx. Using a practical analytics scenario, you’ll see how to prepare data, calculate key metrics, use AI to interpret results, and add human review points to validate outputs before they support a business decision.

This is a practical how-to session for analysts who want to bring AI into their workflows without handing over the final call. You’ll see where AI can help, where human review matters, and how Alteryx helps keep the workflow repeatable, explainable, and ready for real decisions.

Attendees will learn how to:

• Add AI into an analytics workflow without trusting it blindly
• Validate AI outputs against business rules
• Use human review points for exceptions and approvals
• Combine automation, AI, and analyst judgment in Alteryx

We’re also sharing the PowerPoint Donovan used during the session, along with the workflow files, so you can revisit the demo and explore the build on your own:

• Brand Ambassador Workflow Files
• Human-in-the-loop Deck