Product Innovation Educators
DECEMBER 23, 2024
Mike brings valuable insights about the revolutionary transformation of product development through artificial intelligence. The Future of AI in Product Development: Team Collaboration In our discussion, Mike shares an exciting vision of how AI will transform team collaboration in product development.
Intercom, Inc.
OCTOBER 13, 2020
We are at the start of a revolution in customer communication, powered by machine learning and artificial intelligence. So, modern machine learning opens up vast possibilities – but how do you harness this technology to make an actual customer-facing product? The cupcake approach to building bots.
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The Product Coalition
APRIL 11, 2022
According to Gartner , 85% of machine learning solutions fail because they use raw data. Data scientists work in isolation from operations specialists, and enterprises spend up to three months deploying an ML model. In this article, we will tell you what MLOps is and why businesses need to implement machine learning solutions.
Mind the Product
AUGUST 19, 2019
Artificial intelligence (AI) is probably the biggest commercial opportunity in today’s economy. We all use AI or machine learning (ML)-driven products almost every day, and the number of these products will be growing exponentially over the next couple of years. What does it mean for us as product managers?
Intercom, Inc.
JUNE 22, 2018
It’s easy to believe that machine learning is hard. After all, you’re teaching machines that work in ones and zeros to reach their own conclusions about the world. Indeed, the majority of literature on machine learning is riddled with complex notation, formulae and superfluous language.
Product Innovation Educators
DECEMBER 16, 2024
Building the Foundation for Product Vision This activity serves as a bridge between problem validation and product vision development. By identifying and validating solutions before creating a product vision, product managers ensure they’re building on solid ground rather than assumptions.
The Basics of Product Management
JUNE 22, 2025
Market Research: From Manual to Machine-Learned Market research has always been a cornerstone of product strategy. Predictive analytics : Platforms like Crayon and Similarweb use machine learning to forecast market trends and competitor moves. Translate business needs into model requirements. AI flips the script.
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