Product Innovation Educators

OCTOBER 14, 2024

How product managers can use AI to work more efficiently Watch on YouTube [link] TLDR AI is changing how we manage products and come up with new ideas, giving us new tools to work faster and be more creative. The future of product management will involve using more AI tools, like advanced language models and creating fake data for testing.

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The Product Coalition

JULY 29, 2022

The emergence and evolution of data science have been one of the biggest impacts of technology on enterprises. As the web world keeps growing and getting competitive, there’s a dire need for businesses to learn as much as they can about their consumers and the patterns impacting sales and profits. What exactly is Machine Learning (ML)?

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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?

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Intercom, Inc.

FEBRUARY 24, 2021

Well, it’s not quite that simple – despite the influx of customer conversations, it can be hard to derive meaningful insights from all that data. Identifying the right insights is key to operating at scale while keeping your customer experience personal, but it’s a huge challenge to find the signal in the noise.

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Product Innovation Educators

DECEMBER 31, 2018

Use data to predict customer behavior and design better products. With the right data, product managers not only know the answers to such questions, but they also know what actions to take to keep customers and a whole lot more. I learned about human-computer interaction and how to involve people in the process.

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The Product Coalition

NOVEMBER 10, 2020

Generating labeled training data requires a great deal of time, effort, and investment. If you’re building a machine learning model, chances are you’re going to need data labeling tools to quickly put together datasets and ensure high-quality data production.

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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.

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UX Planet

DECEMBER 6, 2024

Transforming user experience in cars-as-a-service industry through Strategic AI/ML Integrationa UX casestudy. As I delve deeper into understanding the capabilities and limitations of Artificial Intelligence, I see an opportunity for AI/ML to improve an existing flow in the Automotive industry. Image Credit: Karena E.I

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Product Innovation Educators

MARCH 4, 2025

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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UX Planet

DECEMBER 6, 2024

If there is one thing thats altering the way we create user experience (UX) designs and conduct research in 2024, it is definitely artificial intelligence (AI). Well start with an overview and explore how AI can take on tasks such as analyzing user data and automated prototyping to help professionals connect with users on a humanlevel.

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The Product Coalition

DECEMBER 21, 2021

Here’s our story how we’re developing a product using machine learning and neural networks to boost translation and localization Artificial intelligence and its applications are one of the most sensational topics in the IT field. There are also a lot of misconceptions surrounding the term “artificial intelligence” itself.

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Product Talk

DECEMBER 18, 2024

This definition is a mouthful, so I like to visualize it. I’m going to walk through this visual quickly, and then Cecilie and I are going to dive into this in more depth. Using the Opportunity Solution Tree to Guide Discovery The visual at the center of this is called an opportunity solution tree. It’s that simple.

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The Product Coalition

FEBRUARY 28, 2022

Key questions Two important questions that need to be asked are Can we predict card abandonments and take proactive action before it happens? Can we predict the best way to convert card abandons? Predict card abandons and take proactive action before it happens Most users have a pattern on how they shop. This is a long list.

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The Product Coalition

MARCH 6, 2023

This is where predicting ad creative performance prior to testing comes in. By leveraging historical data and machine learning algorithms, marketers can make accurate predictions about how new ad creatives are likely to perform, without having to go through the process of testing each variation.

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Product Innovation Educators

AUGUST 26, 2024

Introduction Artificial intelligence (AI) is changing how we work, especially in product management. As AI tools become more common, product leaders face new challenges in managing teams, fostering innovation, and maintaining a positive work environment.

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Reveal

DECEMBER 30, 2024

Reveal Embedded Analytics Data-driven companies have a hidden advantage! Theyve consistently outperformed their counterparts, reporting significantly higher metrics across operational efficiency (81% vs. 58%) , revenue growth (77% vs. 61%), and employee satisfaction (68% vs. 39%). How is this possible?

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The Product Coalition

MARCH 8, 2023

assisted tool into a provider’s workflow will reduce the analysis time and mitigate misdiagnoses. Large diagnostic data volumes can hinder neurosurgeons in precisely identifying tumors and their segmentation, leading to unintended consequences if misdiagnosed. tool will fit into a provider’s workflow. Integrating an A.I.-assisted

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The Product Coalition

OCTOBER 13, 2023

Gain insights into the AI revolution and discover how to leverage artificial intelligence for a competitive edge in today’s fast-paced corporate landscape. One such technology that has rapidly transformed industries and revolutionized business operations is Artificial Intelligence (AI).

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Userpilot

MAY 27, 2024

Data analytics plays an instrumental role at every step of building a successful product. Whether you’re building your user base or releasing a new feature, the right no-code analytics platform can help you make evidence-based decisions. Many of these tools even come with AI capabilities. Let’s get right to it.

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Product Innovation Educators

JULY 4, 2022

How product managers can get customer insights from a community to create a competitive advantage. For our core business like cameras, plugs, and bulbs, we’re investing in internal innovation, especially artificial intelligence. We’re pushing the boundaries of computer vision and machine learning.

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Userpilot

JUNE 28, 2024

If you are a SaaS company, the chances are you’ve come across the term “self-serve analytics” at some point online. Unlike traditional data analysis methods, self-serve analytics equips everyone in your organization to explore data and take the right actions in real time. Choosing a good business intelligence tool.

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Mind the Product

NOVEMBER 22, 2019

In this thought-provoking keynote from #mtpcon London, Google Scholar and UN Advisor Kriti Sharma discusses the impact of artificial intelligence on decision making and what we, as product people, should be doing to ensure this decision making is ethical and fair. Trust in Machines. Key Points. The Opportunity Before us.

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UX Planet

NOVEMBER 13, 2024

Image by Markus Winkler on Pexels Artificial intelligence (AI) can simplify your UX design process. Maybe you’ve even tried some popular AI tools, like the good ol’ ChatGPT. But did you know that certain AI tools work best at specific phases of the design process? Chances are, you already know that.

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UX Planet

APRIL 19, 2025

How New Heuristics Are Reshaping the Creative Process Between Humans andMachines Image generated byChatGPT When the wave of generative AI tools began flooding the market, I must confess my reaction was mixed: a sense of fascination for the possibilities and concern for the ethical challenges looming on the horizon.

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Userpilot

FEBRUARY 6, 2023

If you are wondering how actionable analytics can help you boost product growth in 2023, this post is for you! In this article, we cover everything about different types of actionable analytics, how to collect those actionable insights and the best tools you can use to harness the analytical data.

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Product Innovation Educators

JULY 29, 2024

Ulwick realized that if we could predict how customers would measure a product’s value, we could design products to meet those criteria. ” This question led to valuable insights. This framework made innovation more predictable and effective. They help team members understand how to use the data effectively.

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Userpilot

NOVEMBER 2, 2022

Today’s SaaS market is highly competitive, and in this industry with a lot of similar products and prices, superior customer service makes all the difference. There is much work to be done, from recruiting and training support agents, to purchasing expensive tools and working shifts. How can you use AI in customer service?

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The Product Coalition

JANUARY 25, 2024

Training these transactional chatbots to understand and fulfill user requests effectively is essential. One powerful approach to training such chatbots is reinforcement learning  — a subfield of machine learning. What is a transactional chatbot? What is a transactional chatbot?

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Userpilot

FEBRUARY 21, 2024

In SaaS, the top data analytics trends can either be a revolution or just fluff. So what are the trends in the data analytics landscape that are actually important for product management ?

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Mind the Product

JUNE 4, 2019

Machine learning data products can create significant value for businesses and their customers. For example, data products can enable customers to engage with more relevant content, facilitating and supporting repeat custom to the business. Machine Learning Products.

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The Product Coalition

SEPTEMBER 24, 2024

Allow me to make the case that to do this effectively, you need to fully grasp the “superpowers” of large language models (LLMs). Go beyond Chatbots to Unlock Ai’s Potential Generative AI has really shown it can be a game-changer for creating content and generating insights. Let’s break down why that’s essential.

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Amplitude

JULY 8, 2020

Machine learning is a tool. A powerful tool, but built by humans, and therefore a product of the biases, data, and context we use it in. This problem extends to product analytics as well. Thousands of teams use data to make product decisions that affect billions of users across the globe.

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UX Planet

FEBRUARY 22, 2024

The increasing incorporation of Artificial Intelligence has sparked a revolutionary shift in the way people interact with digital interfaces. With smart algorithms and intelligent assistants, that adapt dynamically to individual preferences, you can deliver tailored content, and provide real-time assistance.

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Mind the Product

JANUARY 25, 2020

In this MTP Engage Manchester talk, Mayukh Bhaowal, Director of Product Management at Salesforce Einstein , takes us through how product managers must adjust in the era of artificial intelligence and what they must do to build successful AI products. Data is the New UI. Data Is the New UI. Problem Mapping.

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Intercom, Inc.

NOVEMBER 28, 2018

But figuring out which sales tools you should buy and invest in – let alone what each tool even does – can be a daunting task. This is especially true when you consider the seemingly endless list of sales tools to choose from. Before we begin: how to choose your sales tools. Better tools, not more tools.

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Mind the Product

JANUARY 6, 2020

The hype around artificial intelligence (AI) and machine learning has led to lots of jargon, so that this very powerful technique has become more difficult to understand. Machine learning being employed to recognize vehicles (Image: Shutterstock). A Broad Definition Enables Better Problem-solving.

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Userpilot

MAY 10, 2023

Apart from performing regular PM tasks, AI product managers are also involved in building AI models, finding ways to use them to solve user problems, and training their organizations to take better advantage of AI’s potential. Trained AI models can even simulate user behavior for testing. What do we mean by AI?

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