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

Product Innovation Educators

How AI captures customer needs that human product managers miss Watch on YouTube TLDR In my recent conversation with Carmel Dibner from Applied Marketing Science, we explored how artificial intelligence is transforming Voice of the Customer (VOC) research for product teams. However, these early efforts faced significant limitations.

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Building Better Product Roadmaps: First Principles You Can’t Ignore

The Product Coalition

It’s too bad I didn’t have first principles to draw on at the time. Identify Base Principles —  What are the fundamental truths of product development? That said, when putting the new, novel product into a roadmap for the team to execute, I’d be sure to lean on the first principles of product roadmaps I’ve learned over two decades.

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Coherence, Outcomes, and Dictation

Tyner Blain

Just as you change collaboration patterns through changing how you develop roadmaps, you change the conversation with leaders through how you orient towards supporting them. I use two characteristics to differentiate giving dictation from setting direction. There are two ways the product manager and team can think about the work.

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How Companies Are Funding User Research in 2025: Insights from the User Interviews Research Budget Report

DevelopmentCorporate

Younger or smaller companies particularly those without formal research teams often fall in the lowest budget category, investing only enough to conduct limited testing or outsource one-off studies. On the other hand, companies with dedicated research teams or integrated research operations are more likely to invest six figures or more.

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Problems in the Solution

Tyner Blain

Merging into a single customer base, looking for cost efficiencies from a combined team, increasing profits because of the reduction in price-competition in the market. ” Within that context, there are problems which exist which the team must address to make it work.

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Wheels Falling Off Your Product? The Growth Stage of the Product Lifecycle (Part 3)

BrainMates

The most surefire way to achieve growth is to know your target market better than anyone else and deliver a truly powerful, competitive and differentiated value proposition. Technology Infrastructure: This is a time to ensure ‘tech debt’ or poor architectural decisions that risk ongoing impacts to speed to market are addressed.

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8 AI trends that will define product development in 2025 & beyond

Modus Create

8 AI trends that will define product development By Greg Sterndale Posted in Digital Transformation , Product Published on: February 12, 2025 Last update: February 10, 2025 From modular architecture to agentic AI How product development will evolve in 2025 & beyond In product development, change is the only constant.