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. Both the U.S.

Data Visualization 72

Data Visualization Banking Reporting Tools Analytic Tools 72

Mind the Product

JUNE 10, 2020

In this case study, Dmytro Prosyanko, Product Manager at McKinsey & Company, Dr. Andrew Pike, Data Scientist, and Danylo Pavliuk, Product Designer at Temper, discuss why effective collaboration between product, data science, and design is crucial for successfully developing next-gen smart tech products.

Product Management 180

Product Management Product Manager Development Artificial Inteligence 180

Mind the Product

JUNE 11, 2023

A case study that shows a catalogue of common errors made by product teams when launching a cybersecurity software product. Read more » The post SUNDAY REWIND: Common Product Development Mistakes and How To Avoid Them All: A Case Study appeared first on Mind the Product.

Development 172

Development Artificial Inteligence Product Manager Product Management 172

UX Planet

MARCH 15, 2025

Since joining Microsofts AI team last year, Ive found myself diving headfirst into the world of artificial intelligence. Why My AI Learning Approach is Different When I first began exploring AI, I quickly realized that most learning resources available online are heavily technical.

Data Visualization 107

Data Visualization Customer Feedback Artificial Inteligence Technical Review 107

UX Planet

DECEMBER 6, 2024

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. Overview This case study focuses on integrating AI/ML to improve user experience in the car-as-a-service automobile marketplace.

Customer Experience 98

Customer Experience Data Visualization Research Software Feedback Software 98

Mind the Product

APRIL 30, 2024

From a look of Marty Cagan’s new book and why it’s caused an upset online to a case study on using artificial intelligence to crack down on fraudulent listings, here’s a look at our top reads in the past month. Read more » The post Top product management reads in April appeared first on Mind the Product.

Artificial Inteligence 209

Artificial Inteligence Product Management Product Manager Management 209

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). In terms of new technologies, AI is enabling deeper insights into user behavior and preferences through tools like machine learning and natural language processing.

Feedback Software 88

Feedback Software Research Software Analytic Tools Data Visualization 88

Product Talk

NOVEMBER 3, 2021

Machine Learning Prague. Annual Conference on Intelligent User Interfaces. Front UX & Product Management Case Study Conference. Interaction 22. Leading the Product Digital 2022 | USA. Advancing Research Conference. Virtual and New York, NY. Virtual and Prague, Czech Republic. Virtual and Helsinki, Finland.

Artificial Inteligence 254

Artificial Inteligence Product Research Naming Workshop 254

Arkenea

APRIL 10, 2025

Rather than building and maintaining a large inhouse team, businesses partner with specialized vendors to handle design, development, testing, and deployment. Case Study: AIPowered GenAI for Email Marketing A B2B SaaS provider implemented an external AI team to integrate large language models into their email marketing platform.

Analytic Tools 52

Analytic Tools Research Software Reporting Tools Software Review 52

Product Talk

NOVEMBER 2, 2022

Front UX & Product Management Case Study Conference. Machine Learning Prague. April . Virtual and Las Vegas, NV. Hamburg, Germany. Salt Lake City, UT. May . New York Product Conference. New York, NY. Product-Led Summit | Amsterdam. Product-Led Summit | Las Vegas.

Product Research 224

Product Research Artificial Inteligence Naming Agile 224

Piyanka Jain

MAY 13, 2020

And this is where we start getting into segmentation using advanced machine learning or AI algorithms. To learn more about advanced machine learning methods, you can download our case study of customer segmentation using K-Means Clustering here.

User Testing 195

User Testing Customer Experience Artificial Inteligence Messaging 195

Mind the Product

APRIL 5, 2018

In this ProductTank San Francisco talk Alex Miller, one-time software engineer in the content understanding team at Yelp, gives us a case study of using machine learning (specifically deep learning) to provide a ranking system that surfaces the most beautiful photos of a business to the top of their page.

Artificial Inteligence 133

Artificial Inteligence Feedback Software Systems Review Software Review 133

dscout People Nerds

OCTOBER 23, 2019

Michelle Carney talks us through tactics for building more human, more helpful, and more ethical AI + ML systems. .

Research Software 56

Research Software Artificial Inteligence User Testing 56

PMLesson's Ace the PM Interview

MARCH 4, 2025

Machine learning Why did you become an ML engineer? How would you engineer features to improve the accuracy of a toxicity detection model in chat messages? Study with Exponent’s System Design Interviews course. You typically also get a take-home ML case study to present. 

Reporting Tools 52

Reporting Tools Data Visualization User Testing Technical Review 52

PMLesson's Ace the PM Interview

OCTOBER 7, 2019

In this post, we'll review a case study submission from one of our Exponent members, Sholanki Sarkar. Freshness report powered by machine learning technology, enabled by the data gathered through the sensor-scanner. Question : Design a Smart Fridge.

Reporting Tools 65

Reporting Tools Data Visualization User Friction Feedback Software 65

Intercom, Inc.

DECEMBER 5, 2019

Be able to put an economic case to it. Get some great customer stories and case studies. But man, having those first case studies and those first stories is so important. Matt says: “It’s not enough just to optimize a model that spits out the right outcome. But today, people won’t accept that.”.

Feedback Software 118

Feedback Software Artificial Inteligence Reporting Tools Technical Review 118

Arkenea

JUNE 27, 2025

Thus, the future healthcare landscape will likely boast the perfect blend of cutting-edge tech, including AI (artificial intelligence), ML (machine learning), blockchain, and more. Read on to learn the current SaaS market, Healthcare SaaS trends, and how you can develop a healthcare SaaS application.

Research Software 52

Research Software Feedback Software Analytic Tools Healthcare 52

PMLesson's Ace the PM Interview

MAY 15, 2025

Machine learning Explain Bayes' theorem. What strategies would you use to avoid model drift in a production system? Study with Exponent’s System Design Interviews course. Study with Exponent’s Machine Learning Engineer Interviews course. Design a URL shortener. Design a chatbot.

Analytic Tools 52

Analytic Tools Research Software Reporting Tools Data Visualization 52

Amplitude

JULY 17, 2019

What you’ll learn about from podcast: Moritz Stefaner, a data visualization specialist, and Enrico Bertini, Associate Professor Learn best practices for data visualization, how to improve data visualization, and how others utilize data visualization. Essential Learning for SaaS Analytics: RAMP By InsightSquared.

Data Visualization 94

Data Visualization Analytic Tools Artificial Inteligence Customer Experience 94

Userpilot

JULY 14, 2024

As you advance to this position, you can also choose to transition into a data analyst or BI consultant role depending on your interest: Data Scientist : If you’re passionate about statistics, machine learning, and predictive modeling, you may transition into a data scientist role.

Embedded Analytics 98

Embedded Analytics Data Visualization Analytic Tools Reporting Tools 98

Lenny Rachitsky

SEPTEMBER 19, 2024

AI now dominates the start of the search process—top-of-funnel—but SEO remains vital in mid-funnel search, where users seek various options.

Artificial Inteligence 109

Artificial Inteligence Customer Experience Data Visualization User Testing 109

The Product Coalition

MARCH 11, 2024

Photo by ilgmyzin on Unsplash The Nudge Effect in Action: Beyond Duolingo — Case Studies Duolingo isn’t alone in this strategy. The Future of Nudges in the Freemium Landscape As the freemium model continues to evolve, companies will need to find innovative ways to nudge users towards premium subscriptions.

Research Software 145

Research Software Reporting Tools Customer Experience Artificial Inteligence 145

PMLesson's Ace the PM Interview

APRIL 2, 2025

Machine learning Explain how you would handle imbalanced datasets in a lead-scoring model. How would you build a model to predict customer churn? Study with Exponent’s System Design Interviews course. You may also encounter a case study or mini case questions during your final ML round.

Analytic Tools 52

Analytic Tools Reporting Tools Technical Review Data Visualization 52

PMLesson's Ace the PM Interview

APRIL 23, 2025

Role Focus Skills Examples Machine Learning Building and tuning ML models and systems. - You'll see fewer business metric questions and more deep dives into algorithms, pipelines, and model evaluation. scikit-learn). Machine Learning Concepts Approximately 60 minutes.

Data Visualization 52

Data Visualization Analytic Tools Reporting Tools Research Software 52

UX Studio

MARCH 1, 2024

In today’s AI-driven world, the excitement about artificial intelligence is widespread, with numerous tools available to shape our lives and the world. Be aware of AI hallucinations AI hallucination occurs when artificial intelligence produces inaccurate or nonsensical outputs. Want to learn more?

Data Visualization 98

Data Visualization Research Software Product Research Analytic Tools 98

The Product Bistro

MARCH 3, 2018

This case study, where I take an outside in look at Adobe’s photo management solution, “ Lightroom ,” with an eye to the challenges, motivations, and drivers. Integrated with machine learning and AI algorithms, the learning set and deep machine learning can provide significant utility to any photographer.

Feedback Software 170

Feedback Software Technology Artificial Inteligence Customer Experience 170

PMLesson's Ace the PM Interview

FEBRUARY 20, 2025

Machine Learning Design a machine learning system that makes stock predictions from Reddit comments. What metrics do you monitor after deploying a machine-learning model? Study with Exponent’s System Design Interviews course. Design a real-time notification system for banking alerts.

Reporting Tools 52

Reporting Tools Data Visualization Software Review Technical Review 52

The Product Coalition

SEPTEMBER 4, 2020

Their overarching goal is to help design and bring to the road smarter cars that are connected through IoT and powered by AI and machine learning. Despite being in a relatively new field, these companies have emerged as top players in providing intelligent solutions for a plethora of case studies.

Automotive 133

Automotive Research Software Data Visualization Customer Experience 133

PMLesson's Ace the PM Interview

APRIL 2, 2025

Machine learning What is cross-validation, and why is it important in machine learning? How do you address it in your models? What is regularization in machine learning? Study with Exponent’s System Design Interviews course. Design a hotel booking service. Design YouTube. Design Netflix.

Data Visualization 52

Data Visualization Reporting Tools Technical Review Analytic Tools 52

Mind the Product

AUGUST 30, 2023

Digital learning app Duolingo has been on a hypergrowth journey since it was founded in 2011, and now over 20 million active users worldwide. We caught up with Edwin Bodge, Principal Product Manager at Duolingo, to learn more about its product strategy, how AI has helped, and where the product is heading next.

Customer Experience 202

Customer Experience User Experience Artificial Inteligence Product Strategy 202

Userpilot

JULY 21, 2022

Use artificial intelligence and automatically create onboarding videos to guide users. Use artificial intelligence and automatically create onboarding videos to guide users. Your resource center can include FAQs, video tutorials, live chats, case studies, and other helpful documentation.

Feedback Software 98

Feedback Software Customer Experience Reporting Tools Data Visualization 98

Userpilot

AUGUST 14, 2024

Talks in this category: Antony Pierri : How to Rewrite Your Homepage with Sharper Positioning & Messaging AI and product management Unless you’ve lived under a rock for the last 2-3 years, you’ve seen the impact of AI and machine learning on the SaaS space.

Data Visualization 105

Data Visualization Customer Feedback Analytic Tools Research Software 105

Sachin Rekhi

JANUARY 9, 2019

This is all very theoretical, so I thought the best way to make this real was through a detailed case study of my own product, Notejoy's , product design principles, the rationale behind them, and how we use them to guide product decisions. If it fits in our core, we look to build it ourselves.

Feedback Software 152

Feedback Software User Testing Customer Experience Product Research 152