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. The peculiarities of MLOps workflow The workflow is based on the development cycle of an ML model.

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The Product Coalition

MAY 26, 2021

Artificial intelligence is the most suitable choice to succeed in all challenges in learning different things. AI technology in education develops your learning method properly. It supports teachers or coaches to implement better, acquainted, and customized help to students.

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The Product Coalition

MARCH 18, 2021

Businesses and individuals are increasingly making SaaS (Software-as-a-Service) applications their choice software platform for their business needs. The increasing popularity of cloud computing indicates that the importance of SaaS will only increase in the future. SaaS products already have these integrations.

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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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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. Could we make the user experience safer?

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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

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). From new UX-related technologies and automation to personalization. UX experts have already integrated AI into their daily lives in one way or another.

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The Basics of Product Management

JUNE 22, 2025

Introduction: The Rise of the AI-Augmented PM Welcome to the era where product managers don’t just manage products—they orchestrate intelligent systems . Market Research: From Manual to Machine-Learned Market research has always been a cornerstone of product strategy. And no, this isn’t about replacing PMs.

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Product Talk

DECEMBER 18, 2024

We covered how to manage messy opportunity solution trees , the most common challenges teams face when getting started with the discovery habits, what Im working on next, and so much more. I started my career as a software engineer. What I like about this language is it helps us evaluate how balanced we are in our approach.

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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.

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Product Innovation Educators

NOVEMBER 6, 2023

How product managers can use AI to get more actionable insights from qualitative data Today we are talking about using qualitative data to drive our work in product and consequently improve sales. Before founding Viable, he held senior leadership roles in engineering, technology, and product.

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UX Planet

DECEMBER 6, 2024

How do you create an experience that captivates users and enhances their learning journey? How can you balance functionality with aesthetics, ensuring your app is both intuitive and visually appealing? Features like interactive quizzes, gamification, and visual aids can reinforce concepts and help users retain information.

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Intercom, Inc.

DECEMBER 12, 2018

Known as the Martech 5000 — nicknamed after the 5,000 companies that were competing in the global marketing technology space in 2017, it’s said to be the most frequently shared slide of all time. The reasons for this growth – high-velocity economics of software innovation, the migration of money from old media to new media, etc.

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Alchemer Mobile

AUGUST 2, 2024

Understanding customer experience (CX) isn’t just a strategy—it’s a superpower. Customer experience metrics illuminate the path to customer satisfaction, loyalty, and ultimately, success as an organization. Why should I track customer experience metrics?

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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. I went back to the company I got the camera from and learned they also had a robotic vacuum, complete with LIDAR, which I got on a Cyber Monday sale for $200. . Wyze’s tagline is to make great technology accessible.

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Userpilot

MAY 17, 2025

Mobile apps are evolving fast, but whats changing even faster is what users expect from them. They want apps that understand them, personalize their journey, and grow with their needs. At Userpilot, we help teams meet those expectations with better onboarding, in-app guidance, and personalized engagement.

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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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Intercom, Inc.

MARCH 27, 2018

2018 is shaping up to be a massive year for the Intercom platform. Historically, we’ve spent proportionately way more on research and development than other software companies we track, and that won’t stop any time soon. This funding will go straight into building great new software at a pace you’ve yet to see from us.

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Intercom, Inc.

MAY 22, 2019

If you wanted to know your customers’ gripes and praises in the past, you had to assemble a series of questions anticipating their possible answer. It’s all part of a customer-centric philosophy that emphasizes empathy and self-awareness over a staid corporate vision. But there’s a better way now. Short on time?

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Userpilot

MARCH 5, 2025

Are you struggling to make sense of scattered user data? The right customer analytics platform helps you uncover exactly how customers interact with your product: so you can spot issues early, optimize user journeys, and drive sustainable growth. Pendo – the best software for product-led insights.

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UX Planet

MAY 1, 2025

Artificial intelligence is not just a backend technology anymoreits now front and center in the user experience. As designers, were no longer just creating static interfaces; were shaping dynamic, adaptive systems that learn, respond, and even create alongside us.

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Intercom, Inc.

DECEMBER 8, 2020

Modern customers expect quick, personal, and effective service. To provide this, you must understand how your customer experience stacks up against these expectations. Data alone won’t produce results, but it will help you to contextualize customer behavior and feedback to provide better service faster.

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Product Innovation Educators

JULY 3, 2023

Established organizations are seeing a lot of external change—new technologies, new behaviors among customers and employees, and digital change. In an established business, you have a business model, customers, ecosystem of partners and distribution channels, employees, and a brand reputation. The challenge is adaptation.

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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.

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Userpilot

APRIL 15, 2024

Artificial Intelligence is revolutionizing how SaaS product teams work by increasing efficiency and productivity, reducing costs, and most importantly, facilitating data-driven decision-making. In this article, we look at how you can use AI to gain in-depth customer insights and how to leverage them to improve the product.

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Userpilot

JULY 29, 2024

Looking for the best customer success management software to power up your product growth strategy, but you are overwhelmed with so many options in the market? TL;DR Customer success software refers to tools that help manage customer experiences and drive customers toward their desired outcomes.

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Userpilot

MAY 10, 2023

TL;DR AI product management focuses on managing AI initiatives and incorporating AI-based solutions into digital products to better understand user needs and enhance customer experience. AI tools like Tobii and Affectiva help teams with usability testing by tracking user eye movements and interpreting their emotions.

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Userpilot

APRIL 28, 2023

Unless you’ve lived in a cave for the last year or so, you must have witnessed the shockwaves that AI is sending through the SaaS space. User onboarding is no exception. The article explores how you can use AI user onboarding to drive your product success. AI can be used at all stages of user onboarding.

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Userpilot

DECEMBER 20, 2023

Machine learning is a trending topic that has exploded in interest recently. Coupled closely together with Machine Learning is customer data. Combining customer data & machine learning unlocks the power of big data.

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Arkenea

JUNE 27, 2025

Key Takeaways Healthcare SaaS market is expected to increase due to the adoption of technology such as AI, API connections, vertical SaaS, DaaS, PaaS, edge computing, and more. Beta testing is an essential part of developing your healthcare SaaS product and helps you receive valuable feedback from users.

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Intercom, Inc.

MAY 5, 2020

Helping businesses connect with their customers is what we’ve been doing since the very beginning of Intercom, but we also believe that weaving better interconnections between businesses helps everyone succeed. Below, you’ll find a collection of articles and interviews that tease out the dynamics of ecosystems, platforms and partnerships.

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Alchemer Mobile

AUGUST 19, 2024

“We’re not competitor-obsessed, we’re customer-obsessed. We start with what the customer needs and we work backwards.” – Jeff Bezos, founder of Amazon. For product managers, the path to success—both on an individual level and for the company as a whole—depends on a deep understanding of their customers.

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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

JUNE 5, 2024

Are you on the lookout for tools that can help you improve customer retention ? There are quite a few solutions around, so it might be difficult to find, especially as we’re not talking about one specific set of tools but rather a whole range of different solutions covering a range of use cases.

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Userpilot

MARCH 4, 2025

User experience can make or break a web app. If your software is slow or buggy, users wont stick around for long. If youre only finding out about these issues after users complain, youre already too late. Conversion funnel tracking : Analyzes where users abandon processes like the onboarding flow.

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UX Planet

FEBRUARY 22, 2024

Traditional interfaces often fail to adapt to the diverse needs and preferences of users, leading to navigational complexities and lackluster engagement. The increasing incorporation of Artificial Intelligence has sparked a revolutionary shift in the way people interact with digital interfaces.

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Product Innovation Educators

FEBRUARY 13, 2023

This speaker gave a keynote on transforming products into experiences: injecting the theme park industry’s experience model into product development. In other words, what can we learn from theme parks to help us do a better job creating products our customers love? My job was to make sure the customers experienced a clean pool.

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