Things You Should Do With AI as a Product Owner

Your job as a Product Owner is to turn direction into delivery and make sure the team can execute. Use AI for the work that slows you down. Focus on clarity, not paperwork.

by Theresa Hennighausen

As a Product Owner, your value is to translate stakeholder feedback and requirements into clear, executable work the team can actually build. You make sure priorities are clear, scope is understood, and nothing important gets lost on the way to delivery.

Everything else is preparation work. Use AI for that. Free your time. Spend it where it helps the team most.

The hard rule

AI can prepare the work and challenge your thinking. It cannot own decisions.
Use AI for work that is repetitive, language-heavy, manually time-consuming, low-risk if it is 80 percent right. AI helps where you prepare clarity, not where you commit scope or priorities.

6 Things you should do with AI

1. Write tickets with AI

Use AI to turn rough input into clean tickets . Feed it notes, ideas, or stakeholder messages and let it structure a first version so you are no longer starting from a blank page.

2. Let AI ask the dev questions before refinement

Use AI to review tickets against your Definition of Ready and ask the questions your team will ask anyway and that make refinement take 3 hours. Missing context, unclear scope, edge cases... You know what we are talking about.

3. Prepare options instead of single solutions

Use AI to help you think in alternatives. Let it break down a request into multiple implementation options so the team can discuss trade-offs instead of being locked into one path.

4. Make sense of technical explanations

Your team explains a problem in technical terms, and you nod along, but you are not fully sure what is actually critical and what is just a dev urge to clean things up. Use AI to translate technical explanations into plain language focused on impact. You do not need to know how it works, but what changes, what can break, and what it costs.

5. Keep your backlog clean without burning time

Use AI to analyze your backlog regularly. Let it spot duplicates, unclear tickets, outdated items, and inconsistent wording so backlog hygiene does not eat up your week.

About the Author

Theresa Hennighausen

Theresa works on Product Copilot, an AI tool for software product teams. She has seen the product grow from early user interviews to being used by successful product teams. At Prio 0, she works closely with Product Copilot users, gathers feedback, and translates real user needs into practical product decisions. Her focus is on UX, product strategy, communication and designing AI prompts that fit everyday product work.