Product Innovation Educators

NOVEMBER 6, 2023

There’s a huge wealth of other qualitative data that often gets ignored by product teams because it is so hard to use—for example, customer support tickets, sales call transcripts, social media mentions, interview transcripts, and product reviews. ” These tools are much more helpful in analyzing large amounts of text.

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TechEmpower - Product Management

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day.

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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. What is machine learning?

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

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The Product Guy

MAY 21, 2020

Rarely, they come due to professional interest alignment. I’ve been visiting my sister in Boston in October 2016 and saw a volunteering opportunity at the Machine Learning conference. My network is a great learning support system. But I must admit, once I graduated, networking opportunities shrunk drastically.

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The Product Coalition

JANUARY 5, 2021

about brands, product pricing, and customer reviews?—?have Big Data services , powered by artificial intelligence (AI) and machine learning, help retailers stand out in a crowded, competitive marketplace. The advent of technologies such as smartphones and digital eCommerce and the plethora of online information?—?about

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Split

JULY 13, 2023

Amid this incessant search for perfection, two paradigms have become prominent: Test-driven development (TDD) and feature flag-driven development (FFDD). Test-driven development (TDD), a software development approach in which tests are written before the code, is akin to building a safety net before performing a daring tightrope act.

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Modus Create

NOVEMBER 7, 2024

However, the rapid integration of AI usually overlooks critical security and compliance considerations, increasing the risk of financial losses and reputational damage due to unexpected AI behavior, security breaches, and regulatory violations. Despite the growing awareness of AI security risks, many organizations still need to prepare.

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Userpilot

MAY 10, 2023

Artificial intelligence is revolutionizing our everyday lives, and marketing is no different, with several examples of AI in marketing today. This article examines what artificial intelligence in marketing looks like today. This article examines what artificial intelligence in marketing looks like today.

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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. Examples in Practice Startups often outsource MVP development to launch quickly. Large enterprises may outsource entire product lines.

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Antwak Blog

MARCH 26, 2021

How to deal with Big Data for Artificial Intelligence? In simple words, Artificial Intelligence (AI) is the proficiency level displayed by machines, in contrast with normal proficiency shown by human beings. Thus it is referred to as Machine or Artificial intelligence. How can AI help machines?

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UX Planet

JANUARY 29, 2024

Exploring How AI Will Revolutionize Design System Creation, Maintenance, and Usage Design systems are an important part of every product app or website. Apart from the use and growth of design systems, the revolution of AI technology is here, and it will affect many places in our design process. But how will it be affected?

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Arkenea

JANUARY 23, 2025

Artificial intelligence (AI) has rapidly transformed many industries, and the pharmaceutical industry is no exception. Automation: AI-powered robots and machines can streamline pharmacy operations, including medication dispensing, inventory management, and prescription processing, improving efficiency and reducing errors.

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The Product Coalition

SEPTEMBER 18, 2023

Today, due to the internet, software development companies collect such vast quantities of data that we have coined a new term for it: “big data.” This framework is free and capable of handling large quantities of structured and unstructured data, making it an indispensable component of any big data operation. UPS is a good example.

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UX Planet

MAY 24, 2024

The tantalizing world of Artificial Intelligence beckons, offering a transformative solution to your startup’s pressing woes. Artificial Intelligence in the food industry The market statistics for food industry technologies show growth. Together with the drinks sector, it is expected to exceed USD 9.68

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The Product Coalition

OCTOBER 1, 2022

In an insurance app, this is the place where customers get to view all their information in a single place like their personal details, customer ids, policy number, reminders about due payments, etc. The policy details for vehicle insurance might further be categorized into different types, for example, cars, bikes, commercial vehicles, etc.

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Alchemer Mobile

JUNE 15, 2024

The world is on fire right now with anticipation about how artificial intelligence (AI) is going to change the business landscape. While there’s been a lot of hype about what artificial intelligence (AI) technology can do, there’s also recognition we’ve entered a new climate for business growth.

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The Product Coalition

DECEMBER 22, 2022

Software-as-a-service (SaaS) models, which operate on a subscription basis and are centralized and situated on a remote cloud network, are increasingly popular with businesses for a variety of factors, including flexibility and affordability. Saas startups that provide software as a service have a good delivery model.

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The Product Coalition

MARCH 6, 2023

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. Computer Vision is a new technology that exploits the power of artificial intelligence to analyze images.

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Data Visualization Advertising Artificial Inteligence User Testing 166

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.

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UX Planet

DECEMBER 6, 2024

Increased user satisfaction: When users find a learning app design easy to navigate and visually appealing, they are more likely to enjoy their educational experience. Satisfaction leads to positive reviews, recommendations, and increased user retention. Examples include Moodle and Blackboard. Take a look at Kahoot! and Quizlet.

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Feedback Software Analytic Tools Research Software Data Visualization 106

Arkenea

MAY 5, 2025

Think personalized customer experience on Amazonwhere AI or Artificial Intelligence provides recommendations to the visitors based on their interests. Websites try to achieve this by providing product details, reviews/testimonials, incentives and FAQs. AI in eCommerce?Think

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The Product Coalition

NOVEMBER 26, 2022

In one such instance, recalls the product manager of the social media company, the internal users of his product came up to him and said they wanted to use machine learning for automating some part of manual activity. Upon investigation, it turned out that automation was possible just by tweaking the systems.

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The Product Coalition

APRIL 17, 2023

Artificial Intelligence (AI) has greatly evolved in many areas, including speech and picture recognition, autonomous driving, and natural language processing. Generative AI develops new data that resembles existing data while adding distinctiveness to it using machine learning techniques.

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Userpilot

MAY 31, 2023

AI and machine learning can help boost customer retention , provide quick responses via chatbots , and drive self-service. Here are a few ways to do this: Using artificial intelligence to answer customers’ questions via natural language processing (NLP), you can speed up customer support.

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Analytic Tools Feedback Software Customer Experience Artificial Inteligence 97

The Product Coalition

JUNE 26, 2023

The AI Journey So Far The encouraging news is that most enterprises have already embarked on their artificial intelligence journey over the past decade years. For enterprises that view artificial intelligence as a cornerstone of their business strategy, the time to double down on generative AI adoption is now.

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The Product Coalition

JULY 8, 2021

It has been the birth of natural language processing (NLP), the field of artificial intelligence focused on the ability of computers to understand text/speech and analyze unstructured natural language data. NLP combines two other technologies: natural language understanding (NLU) and natural language generation (NLG).

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The Product Coalition

MARCH 18, 2021

Salesforce is a great example of a SaaS provider that specializes in CRM (Customer Relationship Management). Non-functional requirements (NFRs): These describe how well the system should perform and not what it does. Examples of NFRs are performance, scalability, availability, reliability, security, maintainability, accessibility, etc.

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Intercom, Inc.

DECEMBER 12, 2018

For example, a business that sells their products or services to consumers (B2C) or to businesses (B2B) and use different channels and techniques to acquire customers, and will have varying technology needs as a result. For example, say someone clicked an ad to learn about landing pages. Alternatives: SalesLoft.

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Analytic Tools Research Software Feedback Software Reporting Tools 223

Business of Software Conference

AUGUST 25, 2021

Book Review – Exponential – Azeem Azhar. If you saw his talk at BoS Europe in 2016 on whether we should be worried about AI and Machine Learning , you will be as excited as I am and know he is a phenomenal thinker and speaker. Azeem Azhar is speaking at BoS Online Fall, 27-29 September ! Well worth a rewatch).

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Technical Review Software Review Systems Review Books 99

Modus Create

MARCH 14, 2023

In this post, we share 10 digital transformation examples from 10 industries. Each example showcases how an enterprise successfully adopted digital products, platforms, or processes to make a positive impact on its bottom line. For example, this promo video of e-tron GT was created entirely on AVP. Sephora used Aha!

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Analytic Tools Reporting Tools Data Visualization Technical Review 98

The Product Coalition

APRIL 16, 2018

A Product Management Framework for Machine Learning?—?Part For the final installment of this series, we discuss monitoring, and how Product Managers can add value to Machine Learning projects. A quick run through why monitoring is important, especially in the context of ML systems: Why do you need to monitor?

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Gainsight

JUNE 11, 2025

billion per year due to avoidable consumer churn. How AI Transforms Churn Prediction Traditional methods of identifying churn risks, such as manual reviews of usage data or anecdotal feedback, are often reactive and inefficient. In fact, according to CallMiner Churn Index 2020, as reported by Forbes , U.S. companies lose $136.8

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Userpilot

JANUARY 14, 2024

Due to the rise of new technologies, there will be more demand for PMs with specialist expertise. Greater integration of artificial intelligence and machine learning technologies Artificial Intelligence has been a part of the product management landscape for at least a couple of years now.

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Product Management Lessons from the Trenches

DECEMBER 17, 2018

Where Might Natural Language Processing Add Value to Your Business? Natural Language Processing is a type of Artificial Intelligence focused on helping machines to understand unstructured human language. For example, “don’t” may have been broken down into the three tokens (don, ‘, t) in the previous step.

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The Product Coalition

MARCH 11, 2024

Pop-up messages showcase features like unlimited hearts and offline access, appearing strategically after users lose hearts or miss a lesson due to a lack of internet connectivity. For example, Duolingo’s daily streak system encourages consistent learning. Duolingo isn’t shy about highlighting the benefits of Plus either.

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Research Software Reporting Tools Customer Experience Artificial Inteligence 145

PMLesson's Ace the PM Interview

MAY 15, 2025

  Top Robinhood Interview Questions These are examples of real interview questions asked at Robinhood as reported by candidates. System design Design a restaurant application that gives the expected waiting time based on waiters, tables, and customers. Machine learning Explain Bayes' theorem. Design a chatbot.

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