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. MLOps is an innovative format for working between data scientists and operations specialists.

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Intercom, Inc.

SEPTEMBER 9, 2022

GPT-3 can create human-like text on demand, and DALL-E, a machine learning model that generates images from text prompts, has exploded in popularity on social media, answering the world’s most pressing questions such as, “what would Darth Vader look like ice fishing?” Today, we have an interesting topic to discuss.

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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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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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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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The Basics of Product Management

JUNE 22, 2025

This blog dives deep into: How AI is revolutionizing core PM functions The top AI-powered tools every PM should know The future skillset of the AI-native product manager Let’s explore how to stay ahead in this AI-first world. Market Research: From Manual to Machine-Learned Market research has always been a cornerstone of product strategy.

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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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Product Management Unpacked

MARCH 26, 2020

According to a Brookings Institution report , “Automation and Artificial Intelligence: How machines are affecting people and places,” roughly 25 percent of U.S. The report predicts what automation does not replace, it will complement — as will be the case with many technology workers.

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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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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.

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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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The Product Coalition

JULY 13, 2022

Learn how the other solutions compare. If you’re shopping around for a mobile app analytics platform before biting the bullet with Fullstory, you’ve landed in the right place. FullStory is a robust web and analytics tool but there are platforms out there that may specialize in one of the features you want.

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The Product Coalition

MARCH 6, 2023

While testing different ad variations is essential to find the most effective designs and messaging, it can also be a time-consuming and expensive process. This is where predicting ad creative performance prior to testing comes in. This is important because testing ad creatives can be time-consuming and expensive.

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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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Lenny Rachitsky

JUNE 24, 2025

There are many different types of AI models. Some, which focus on language—like ChatGPT o3 , Claude Sonnet 4 , Gemini 2.5 Pro , Meta Llama 4 , Grok 3 , DeepSeek , and Mistral —are known as large language models (LLMs). That’s why the name includes the word “language.”

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UX Planet

JUNE 30, 2025

A deep dive into how artificial intelligence is shaping the next generation of financial user experiences — through metrics, strategy, and real success stories Until recently, most banks and financial organizations treated artificial intelligence (AI) as tomorrow’s experiment.

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Userpilot

SEPTEMBER 7, 2023

Customer analytics is the cornerstone for making informed decisions, enhancing the user experience, and, ultimately, fostering growth. It’s crucial to stay updated with the latest trends in customer analytics to better understand customers and make the most out of collected data! Why should you analyze customer data?

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Mixpanel

JANUARY 20, 2022

Machine learning and artificial intelligence have seen an explosion of real-world applications in the last decade. And more and more we are even seeing ML/AI features deployed in product analytics contexts. Scenario 1: Predicting user outcomes. Predictive models are sometimes presented as a solution here.

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The Product Coalition

JANUARY 6, 2022

The most successful brands use behavioral analytics to help their marketing, customer service, product, and operations teams drive incredible ROI for their companies. To understand what behavioral analytics is, we have to discuss behavior data. What is behavioral data? What is behavioral analytics?

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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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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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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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Intercom, Inc.

MARCH 18, 2021

Or rather, two – conversation topics and custom reports. Well, my panel today are no strangers to asking that same question in conversations they have with each other, as they have been instrumental in our recent release of custom reports and conversation topics. Opening new possibilities with custom reports. Thomas: Awesome.

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Mind the Product

JANUARY 28, 2020

Edwards Deming wrote, “In God we trust, all others must bring data.” – but we’re not always taught how best to use data. founder Mike Bugembe joins us on the podcast to chat about working with data scientists, and how best to collect, work with, and make decisions based on data. Tweet at us!

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The Product Coalition

JANUARY 5, 2021

Big Data services , powered by artificial intelligence (AI) and machine learning, help retailers stand out in a crowded, competitive marketplace. It allows brands to expand customer personalization, enhance customer service, employ demand forecasting, and thus trigger loyalty and improved sales.

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Amplitude

SEPTEMBER 16, 2020

It’s a tried and tested method that creates an ideal experience for the end user, and maximizes results for the marketing team. It requires access to high-quality first-party data about your customers, along with the machine learning systems to translate that data into predictive insights at a user level.

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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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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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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

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. AI tools are a must in customer service.

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Userpilot

MARCH 29, 2024

By analyzing user behavior patterns and uncovering valuable insights, behavior analytics tools enable businesses to design strategies that drive retention and business growth. Discover the cutting-edge of behavioral analytics tools! There are different types of behavioral analytics tools used in SaaS.

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Userpilot

FEBRUARY 29, 2024

As you’re researching customer analytics platforms, you’ve probably noticed how hard it is to find reliable information on the available solutions. TL;DR Customer analytics platforms are specialized tools that allow you to collect and analyze data. Starts with Einsten Predictions’ $75/month billed annually.)

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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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