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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 artificialintelligence is transforming Voice of the Customer (VOC) research for product teams.
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 artificialintelligence is transforming Voice of the Customer (VOC) research for product teams.
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However, when that experience is embedded directly into your app, it becomes a true product differentiator. It includes machinelearning, advanced filtering, and a wide range of visualization tools. However, its embedding model is iFrame-based, which limits customization and performance compared to SDK-first solutions.
Cost is a major differentiator. This depth allows companies to find highly skilled professionals not only in standard technologies but also in specialized areas such as ArtificialIntelligence, MachineLearning, Blockchain, and enterprise software. Scalability is another area where India shines.
With IoT security gateways and data analytics services, IoT service providers help to deliver differentiated services that boost the efficiency of the organization by reducing the overall cost. With data and machinelearning, they predict the market trend related to your product and competition.
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.
That interface made sense when bandwidth was precious and languagemodels didnt exist. In 2025, it already feels anachronistic: I ask a question, a large-languagemodel understands it, fetches real-time evidence, and hands me the answer all inside the same chat where Im writing code, outlining a deck, or brainstorming copy.
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