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519: Product verification, most important of the 19 activities of product management – with Nishant Parikh

Product Innovation Educators

The core focus of these activities is on thorough market research, continuous customer engagement, and strategic product development. Market Research As software product managers navigate the complex landscape of product development, market research emerges as a crucial first activity.

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529: Is this the best AI-powered market research approach? – with Carmel Dibner

Product Innovation Educators

Recent Breakthroughs (2023) In 2023, AMS and MIT researchers tackled a more ambitious question: Could AI now effectively craft unmet customer needs statements that would be just as good as those created by experienced human analysts? To answer this question, they employed a technology called supervised fine-tuning.

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529: Is this the best AI-powered market research approach? – with Carmel Dibner

Product Innovation Educators

Recent Breakthroughs (2023) In 2023, AMS and MIT researchers tackled a more ambitious question: Could AI now effectively craft unmet customer needs statements that would be just as good as those created by experienced human analysts? To answer this question, they employed a technology called supervised fine-tuning.

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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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A Brief Guide to Product Discovery

Roman Pichler

What architecture patterns and technologies may be used? This includes discovering the right UX design and functionality and making the right technical decisions. You might want to allocate, say, two months for the first initiative, but only two weeks for the latter, assuming that you already serve the new target market.

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505: What you don’t know about product innovation limits your influence – with Chad McAllister, PhD

Product Innovation Educators

Here are key criteria to consider: Strategic fit with company objectives Sales potential and market size Competitive landscape User experience and customer value Technical feasibility and complexity Financial metrics (e.g.,

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Product Managers Misunderstood: We Don’t ‘Rule’ Silicon Valley—We Navigate Its Complexities

The Product Guy

By defining priorities rooted in market research, user insights, and business goals, PMs ensure that development efforts deliver meaningful impact. Without this strategic guidance, companies risk building technically impressive products (e.g., “powered by AI”) that fail to solve real customer problems.