The Product Copilot Blog

Our blog is where we share the best of what we learn about product management, AI, and life in product teams. Always practical, with tips, stories, and lessons you can take straight into your daily work.

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Our Latest Articles

The Chatbot Trap: Why “Adding AI” to Your Software Product Is a Bad Idea
The Chatbot Trap: Why “Adding AI” to Your Software Product Is a Bad Idea
by Christian Wende March 24, 2026
AI is not a feature. Stop adding it to your product and start solving real user problems. This blog post raises five questions every product team should ask before shipping AI.
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MCP, RAG, WTF: 2026 AI Glossary for Product Owners
MCP, RAG, WTF: 2026 AI Glossary for Product Owners
by Christian Wende March 19, 2026
This AI glossary for Product Owners translates complex AI concepts / famous buzzwords into practical knowledge for modern product teams.
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Things You Should Do With AI as a Product Owner
Things You Should Do With AI as a Product Owner
by Theresa Hennighausen March 17, 2026
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.
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Things You Should Do With AI as a Product Manager
Things You Should Do With AI as a Product Manager
by Theresa Hennighausen March 10, 2026
Your job as a Product Manager is to shape the product and create value. Use AI for the work that slows you down. Focus on what actually matters.
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Why Product Owners and Developers need to work together (literally)
Why Product Owners and Developers need to work together (literally)
by Theresa Hennighausen March 6, 2026
Product Owners and developers lose time in handovers and tickets. Why working together, literally, can speed up delivery and reduce sync overhead.
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Ending the Tuesday Panic: How AI Is Changing the Product Owner Role
Ending the Tuesday Panic: How AI Is Changing the Product Owner Role
by Christian Wende March 5, 2026
AI has made developers faster. If Product Owners don’t adapt, they become the bottleneck. A look at the new reality of product work.
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AI Made Developers Faster. Now Product Managers Have to Catch Up.
AI Made Developers Faster. Now Product Managers Have to Catch Up.
by Theresa Hennighausen March 3, 2026
AI made developers faster. Now Product Managers are at risk of becoming the bottleneck. Why PMs need to adapt their workflows and use AI to keep up.
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The only three communication rules you need to follow
The only three communication rules you need to follow
by Theresa Hennighausen February 27, 2026
Communication slows down product teams more than anything in the code. Three communication rules every product and software team should follow.
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Jira Tickets in Product Management: Breaking the Jira Contract
Jira Tickets in Product Management: Breaking the Jira Contract
by Christian Wende February 26, 2026
In product management, Jira tickets often turn into legal contracts. Long specs slow teams down because they shift focus from decisions to documentation. AI puts the focus back on shared understanding.
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How to Use AI in Your First 90 Days as a New Product Owner
How to Use AI in Your First 90 Days as a New Product Owner
by Mirko Seifert February 23, 2026
Starting a new job as a Product Owner is overwhelming. You don’t know the history, the hidden decisions, or who to ask. AI helps you find answers fast and contribute value earlier without constantly interrupting your team.
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Hallucinations Are Not a Problem When Working With AI
Hallucinations Are Not a Problem When Working With AI
by Mirko Seifert February 19, 2026
AI hallucinations in product management are a manageable risk, not a dealbreaker. Learn how context, review processes, and proper tool integration reduce errors and make AI safe for modern software teams.
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Where Product Owners and Product Managers Should Not Use AI
Where Product Owners and Product Managers Should Not Use AI
by Mirko Seifert February 16, 2026
Not every Product Owner task should be automated or handed to AI. AI is fast and confident, but not human. Learn where AI should stop and why leadership, empathy, and critical thinking must remain human.
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How Product Owners and Product Manager Benefit from AI Prototyping Tools
How Product Owners and Product Manager Benefit from AI Prototyping Tools
by Mirko Seifert February 12, 2026
Ideas often get lost in translation. AI prototyping tools allow Product Managers to quickly turn ideas into clickable interfaces, helping them validate concepts, align teams, and avoid wasted development effort.
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What’s the best AI tool for product management? Atlassian's AI Rovo vs. Product Copilot
What’s the best AI tool for product management? Atlassian's AI Rovo vs. Product Copilot
by Theresa Hennighausen January 2, 2026
This is a comparison of Atlassian's AI Rovo and Product Copilot. Both AI tools support Product Managers and Product Owners in Jira and Confluence. Learn how they differ in focus, setup and pricing.
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How to Save Time as a Product Owner With 7 Simple Habits
How to Save Time as a Product Owner With 7 Simple Habits
by Theresa Hennighausen November 27, 2025
Save time as a Product Owner with seven practical habits that cut busy work, reduce stress, and free up your week. Learn how to focus on real product outcomes, eliminate repetitive tasks, and lead your team with clarity instead of constant firefighting.
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How to Choose the Right AI Tool for Product Management
How to Choose the Right AI Tool for Product Management
by Theresa Hennighausen August 25, 2025
There are many AI tools for product management – but which one actually fits your needs? This guide compares general AI tools like ChatGPT, workflow builders, and specialized tools like Rovo or Product Copilot to help you decide based on your workflow, product complexity, and team setup.
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Product Copilot vs. General AI Tools: Why Domain Knowledge Matters in Product Management
Product Copilot vs. General AI Tools: Why Domain Knowledge Matters in Product Management
by Theresa Hennighausen August 15, 2025
Tired of prompting ChatGPT for hours just to rewrite the output yourself? Learn why domain knowledge makes or breaks product management AI tools – and how Product Copilot delivers real results for software product teams.
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How to Write Tickets That Actually Meet the Definition of Ready (With Checklist)
How to Write Tickets That Actually Meet the Definition of Ready (With Checklist)
by Theresa Hennighausen July 28, 2025
Tired of sprint planning chaos? This practical ticket checklist helps you meet the Definition of Ready, write better user stories, and avoid last-minute surprises. Real examples included. We won’t be easy on your backlog – but we’ll help you get your tickets truly ready to build.
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AI Generated Release Notes – Step by Step Guide for Product Owners
AI Generated Release Notes – Step by Step Guide for Product Owners
by Theresa Hennighausen July 21, 2025
AI-generated release notes don’t have to be boring. Learn how to write release notes that users actually read, build trust, and automate the process without losing your voice.
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Ticket or Talk? When to Write a Ticket vs. Speak Directly to the Team
Ticket or Talk? When to Write a Ticket vs. Speak Directly to the Team
by Theresa Hennighausen July 14, 2025
It’s an ongoing discussion in agile teams: when to write a ticket and when to just talk. Quick syncs feel fast and human, but without documentation, you risk rework. This guide offers a practical decision tree to choose the right process for every task.
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Tidy Up Your Backlog With Marie Kondo: 6 Principles for More Focus
Tidy Up Your Backlog With Marie Kondo: 6 Principles for More Focus
by Theresa Hennighausen June 2, 2025
In this blog post, we show you how to clean up your backlog – with clear tips, practical examples, and Marie Kondo principles adapted for product management. A clean backlog saves time, cuts down chaos, and helps your team stay focused.
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AI in Product Management: Yes, It's Scary, But It's on You to Go First
AI in Product Management: Yes, It's Scary, But It's on You to Go First
by Theresa Hennighausen March 15, 2025
Using AI for product management doesn't have to be risky. Learn how to start small, show real results, and lead your team toward practical AI adoption – from onboarding new team members faster to writing better tickets right inside Jira.
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5 Tasks Product Owners Should Do With AI, and 3 Responsibilities They Better Take Care of Themselves
5 Tasks Product Owners Should Do With AI, and 3 Responsibilities They Better Take Care of Themselves
by Theresa Hennighausen January 5, 2025
Being an AI-empowered Product Owner means, first and foremost, knowing which tasks AI can help with – and which ones are better left to you. In this article, you'll discover new ways to use AI in your daily PO work, so you can focus more of your time and energy on the strategic tasks that really make a difference for your product.
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How to Get More Out of Your Refinements (Including Checklist)
How to Get More Out of Your Refinements (Including Checklist)
by Theresa Hennighausen December 1, 2024
Refinements do not have to be a pain. In this blog post we look at the most common refinement challenges and share 3 practical tips and a step-by-step checklist with you. Learn how to avoid common pitfalls and make your refinements more effective.
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