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AI is Changing How Product Managers Learn For the Better

Product Management University

Market Analysis Before and With AI Customers are clamoring for a number of improvements to your product and youre on a mission to get them funded and on the roadmap. AI has no idea which sales deals are hinging on your roadmap. AI doesnt know if anything on your proposed roadmap will open up new markets, etc.

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AI and Product Strategy

Roman Pichler

Note that Ive decided not to state the names of the tools I found, partly as the AI landscape is changing rapidly and partly as you should research and select the tools that work best in your context rather than trusting my judgment. [2] 2] Market Research AI-based tools can discover user and customer trends using predictive analytics.

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🚀 The AI Product Manager: How Artificial Intelligence is Transforming the PM Role

The Basics of Product Management

From market research to roadmap prioritization, AI is reshaping how PMs operate, make decisions, and deliver value. Market Research: From Manual to Machine-Learned Market research has always been a cornerstone of product strategy. Watch Out For: Bias in training data : Garbage in, garbage out.

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The Customer Service Gap Model

BrainMates

For product managers: Conducting market research, analysing customer feedback, and staying close to the voice of the customer are key strategies to close this gap. For example, you may have misaligned roadmaps or inconsistent feature prioritisation that doesn’t reflect customer expectations.

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Special: The 7 Knowledge Areas of Product Mastery in 2025 – with Chad McAllister, PhD

Product Innovation Educators

Start 2025 with the essential knowledge areas that give product managers more influence and success In 2024 I co-authored the 3rd edition of the Product Development and Management Body of Knowledge: A Guidebook for Product Innovation Training and Certification.

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Outsourced Software Product Development: A Comprehensive Guide

Arkenea

This can include: Product strategy: Roadmap definition, market research, feature prioritization. Definition and Core Components Outsourced software product development refers to the practice of delegating all or part of the software development lifecycle to an external partner.

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Your Product Management Career Isn’t Dead (But It Might Need a Rethink)

Productside

Productside | Product Management Courses & Training Your Product Management Career Isn’t Dead (But It Might Need a Rethink) If youve scrolled LinkedIn lately, youve seen the headlines: AI is coming for your job. The takeaway: if you cant connect a roadmap item to a clear outcome, it doesnt belong there. Thats encouraging.