Piyanka Jain

MARCH 12, 2025

And not because AI itself is broken, but because companies keep treating it like a science project instead of a tool that actually needs to solve problems. Some common AI failurestories: The Data Hoarders : Companies that think collecting more data will somehow lead to an AI breakthrough. Ready to see where data is headednext?

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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. It starts with someone on the product team who says, “We need to know more about what our customers need from us.”

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Intercom, Inc.

FEBRUARY 24, 2021

Today, businesses are having more conversations with customers than ever before, thanks to the rise of business messengers. And it’s certainly easier than ever for a customer to start a conversation and get support. So businesses should know more about their customers than ever before, right?

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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?” AI has been quite overhyped in the past. Paul, how are you?

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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. Our Custom Bots and Resolution Bot already work for thousands of businesses every day. At Intercom, we have taken advantage of these technologies relatively early.

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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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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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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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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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UX Planet

MARCH 15, 2025

Since joining Microsofts AI team last year, Ive found myself diving headfirst into the world of artificial intelligence. In just six months, I transitioned from being a complete beginner to confidently speaking at conferences, sharing insights about AI and its impact on business and design.

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Product Innovation Educators

DECEMBER 31, 2018

Use data to predict customer behavior and design better products. Do you know which customers are most likely to stop using your product in the next month? Or, what actions your best customers take with your product when they start using it? 8:25] How do analytics figure into your work? That company is Logi.

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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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The Product Coalition

AUGUST 29, 2023

Empowering Product Managers with Data-Driven Strategies In the dynamic landscape of modern business, the role of a Product Manager has evolved beyond mere product delivery to orchestrating experiences that align seamlessly with both customer needs and overarching business goals. Imagine you’re steering a health and wellness app.

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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). Its influence is growing across three key areas: innovative technologies, automation of design tasks, and personalized user experiences. No one can denythat.

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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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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!

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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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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. But with so much data to consider, how can you define the help desk metrics that matter for your team? What are help desk metrics?

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Product Talk

DECEMBER 18, 2024

Every single person that contributes to building a product, all of the makers in the room, we need to care about our customers, we need to make sure that what we’re building is going to work for them, and I want to introduce some ideas that will help you do that. What I saw was they were talking to customers periodically.

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Intercom, Inc.

MARCH 18, 2021

In previous episodes, we’ve talked about how customer feedback and cross-team collaboration play a crucial role in the features and updates we build here at Intercom. Or rather, two – conversation topics and custom reports. I focus on the reporting area where we report on all things that happen at Intercom for you.

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Piyanka Jain

JANUARY 8, 2025

ai onto its name, like its a shiny golden sticker that will guarantee funding, customers, and success. Customers getcurious. Its a tool. And tools only work when you know what youre building. Some examples: Optimizing operations: AI can streamline workflows, predict bottlenecks, and cut inefficiencies.

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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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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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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. Learning curve.

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Userpilot

JUNE 2, 2024

Customer intelligence (CI) data and insights are instrumental in product management. They also help create a personalized customer experience and improve product adoption. However, with so many customer intelligence tools available, how do you select the right one?

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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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Userpilot

APRIL 17, 2024

Want to understand what customers think and how they behave in your product ? If so, you need to invest in the right customer insight tools. These tools are perfect for providing valuable customer insights to make product improvements and optimize your customer experience.

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Mind the Product

SEPTEMBER 19, 2024

AI-driven language models help product managers navigate messy data, enhance veracity, and leverage insights for effective pain point identification and user analysis.

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The Product Coalition

JANUARY 6, 2022

(Source: Freepik ) The most important role of a product manager is to truly understand the customers and their problems. Gaining a clear understanding of your customers’ needs, desires, preferences, and dislikes entails gathering detailed information. Understanding your customers is a goal. What is behavioral data?

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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 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. . One of our new service features is Wyze Anything Recognition.

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The Product Coalition

SEPTEMBER 24, 2024

Here’s how you can apply the ‘User Outcome Connection’ and get results. In some instances, these innovations feel like game-changers, set to transform the experience for users across the board. The real difference lies in whether these features address genuine user needs. Let’s talk about how to use AI where it matters most.

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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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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. The worst part?

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Userpilot

JULY 22, 2024

In a fast-paced industry like SaaS, leveraging business analytics effectively can be the key to staying competitive and driving product growth. Business analytics offers invaluable insights that help SaaS companies optimize operations, enhance customer experiences, and make data-driven decisions.

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