Topic
Artificial Intelligence (AI) & Machine Learning (ML)
AI and ML are no longer just buzzwords or hypotheticals; they are now practical tools shaping the way modern products are built and experienced. At their core, these technologies are about enabling systems to learn from data and make decisions with minimal human intervention. For product managers, this means knowing when to leverage AI/ML to solve real problems, deliver more personalised experiences, and unlock smarter automation. A solid grasp of the fundamentals helps you work effectively with technical teams, identify impactful use cases, and ensure these solutions support your product strategy.
How Duolingo uses AI to enhance its user experience
Digital learning app Duolingo has been on a hypergrowth journey since it was founded in 2011, and now over 20 million active users worldwide. We caught up with Edwin Bodge, Principal Product Manager at Duolingo, to learn more about its product strategy, how AI has helped, and where the product is heading next.
Louron Pratt
Anna Buldakova: A career transition from press to product
We talk to Anna Buldakova about the challenges of developing products using AI, changing careers, and forming a marketplace startup
Eira Hayward
Creating intelligent experiences: The role of an AI Product Manager
With the expanding field of data analytics, the integration of Artificial Intelligence (AI) has become a powerful tool for data-driven decision-making in product management. In this article, we share a thought process to enable a product manager to leverage AI for product thinking to build AI driven products that solve customer problems.
Rudra Choudhury
What Netflix’s $900k product manager job tells us about AI
It’s a tool that will be a game-changer—if businesses have the product leadership necessary to leverage it.
Nichole Mace
How AI-generated software could turn your competitive moat into a puddle
With generative AI on course to code the majority of software we use, Beckett Johnson looks at how SaaS companies will need to adapt in order to stay competitive
Beckett Johnson
Value sensitive design and AI: A reconsideration
Phil Hopkins, Director of Product Management at Amazon Music delves into the deeper implications of Value Sensitive Design (VSD), a discipline that extends beyond engineering practices. Learn why understanding and incorporating human values are paramount in product design decisions and how VSD offers valuable preparation for this critical moment.
Phil Hopkins
AI startups: a frothy market or a bubble that could burst?
AI products are entering the market at an accelerated pace. What do investors have to say about the rising number of AI start-ups entering the field?
Eira Hayward
Why I'm not afraid of AI making product redundant
In the realm of product management, some may fear that AI will overshadow the role of product managers. However, Rachel Wynn, Founder & Principal, Wynn Product Consulting explains how the advent of AI is an opportunity rather than a threat.
Rachel Wynn
Embracing AI as a partner
Christine Itwaru discusses how product managers should think about this transformative technology.
Christine Itwaru
Understanding AI-based data and insights led digital product management
Product leader Varun Kulkarni looks at the benefits of incorporating AI-based approaches into product management practice, and suggests some frameworks and use cases.
Varun Kulkarni
Viewing ChatGPT through the lens of product sense
Senior product manager Todd Lewandowski evaluates the hot new trend with a method we’re all familiar with.
Todd Lewandowski
SUNDAY REWIND: Common Product Development Mistakes and How To Avoid Them All: A Case Study
Eira Hayward