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

AUGUST 26, 2024

Introduction Artificial intelligence (AI) is changing how we work, especially in product management. As AI tools become more common, product leaders face new challenges in managing teams, fostering innovation, and maintaining a positive work environment.

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Mind the Product

JUNE 6, 2025

According to a 2024 Forbes Advisor poll, the vast majority of people (79%) in the UK are already using generative AI, such as ChatGPT, to help them with their work while one in six UK organisations have embraced at least one AI technology.

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The Product Coalition

JUNE 26, 2023

Generative AI is poised to bring about a significant transformation in the enterprise sector. According to a study by McKinsey, the application of generative AI use cases across various industries could generate an astounding $2.6 Many have a well-defined AI strategy and have made considerable progress.

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TechEmpower - Product Management

NOVEMBER 13, 2023

On a different project, we’d just used a Large Language Model (LLM) - in this case OpenAI’s GPT - to provide users with pre-filled text boxes, with content based on choices they’d previously made. For example, let’s consider Mark. It’s this collaboration between the user and the LLM that drives good results.

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Product Talk

DECEMBER 18, 2024

How we build might change with generative AI. Maybe how we synthesize customer needs might change with generative AI, but those broad buckets, I think, are fairly stable. Tweet This I can give an example. I’m really excited about generative AI. Those fundamentals are going to stay the same.

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The Product Coalition

SEPTEMBER 24, 2024

Let’s talk about how to use AI where it matters most. Credit: Dall-E It’s hard to miss — Generative AI features are stealing the spotlight in nearly every product release these days. Allow me to make the case that to do this effectively, you need to fully grasp the “superpowers” of large language models (LLMs).

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UX Planet

MAY 1, 2025

A Product Design Perspective image sourcelink From chatbots to collaborative canvases, heres how AI is reshaping the way we interact with digital products. Artificial intelligence is not just a backend technology anymoreits now front and center in the user experience. tutor, coach, assistant) - Transparent contextwindows 3.

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Roman Pichler

MAY 13, 2024

New technologies alone introduce change and uncertainty—think of the Internet of Things, Blockchain, machine learning, and generative AI, for example. For example, has the business strategy changed or have key people left? For digital products, this is hardly ever the case in my experience.

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Userpilot

DECEMBER 21, 2023

In this article, we’ve selected 24 of the best AI podcasts for you to listen to improve your knowledge of AI and keep up to date with the future of AI technology in product management and more. is a pioneering weekly podcast that pushes the boundaries of artificial intelligence in content creation. Podcast.ai

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Lenny Rachitsky

JULY 30, 2024

I’ve spent the past decade working on monetization strategies for places like Uber and Templafy, as well as advising more than 20 tech companies on their approaches, and what I’m seeing around AI products is very different from older technologies. Figma)—rather than base models (OpenAI’s LLM) or infrastructure (e.g.

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UX Planet

MARCH 17, 2024

For example, take a look at this clip: [link] Recently, OpenAI announced Sora: a new version of video-generating AI. Here are a few examples from OpenAI: [link] Although Sora is available only to a few chosen teams, you can already start transforming your content creation. The output was a total mess.

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UX Studio

APRIL 19, 2024

Current generative AI tools can come up with videos and images within minutes. Are they prepared to generate unpredictable visual assets based on prompts? Will image generation AI help them? Generative AI’s visual generation capabilities are improving very fast.

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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. Quality assurance: Manual and automated testing, security audits, compliance checks.

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The Product Coalition

DECEMBER 26, 2023

For example, a machine’s error rate is only 3.5% Computer vision is a branch of the broader concept of “artificial intelligence.” However, generative AI substantially improves computer vision accuracy, enabling use cases previously unthinkable. against 5% for humans. What is computer vision in healthcare?

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Alchemer Mobile

JUNE 15, 2024

It’s no surprise business is responding to the rapidly evolving field of Generative Artificial Intelligence (GenAI). So, it makes sense that Customer Experience (CX) leaders want to explore how AI can help them find new ways to connect with their customers while gaining competitive advantage.

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Userpilot

JULY 20, 2023

The undeniable advances in artificial intelligence have led to a plethora of new AI productivity tools across the globe. If you’re looking to accelerate product growth and adoption with the help of AI, you’re in the right place. Brand24: AI tool for social listening. What are AI productivity tools?

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AB Tasty

SEPTEMBER 16, 2024

The positive impact of AI on your customer experience roadmap In one of our last pieces about AI in the CRO world, we discussed 10 generative AI ideas for your experimentation roadmap. Since the publication of this article, we’re back with even more ideas and concrete examples of successful campaigns.

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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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UX Planet

JANUARY 22, 2024

Here is an example of how to fill it: PRODUCT: Complex desktop product for account managers that handles bank accounts for people and helps them manage their accounts. FORMAT EXAMPLE= Idea: Auto-Save Feature Idea Details: Add the option to have an Auto-Save feature in the notes app. You can find different LLMs in Perplexity.

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Userpilot

FEBRUARY 25, 2024

Similarly, generative AI applications are helping speed up UX writing and enhance data analytics. Here are some examples of great sign-up pages. It involves extrapolating existing data to predict future trends through artificial intelligence. This Notion example is only for representation.

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Modus Create

MAY 30, 2025

AI-powered solutions are applied to complex challenges, such as diagnosing diseases earlier, improving clinical trial success rates, and optimizing supply chains. Key to its value is AI's ability to learn and improve over time. Why data readiness matters The lifeblood of any AI application is data. Are you ready?

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Userpilot

APRIL 24, 2024

Generative AI has changed how tech companies do business. companies use AI in their operations and the number of jobs requiring AI has increased by 450% since 2013. In 2023, over 26% of investments in American startups were directed toward AI-related companies. Example of AI bias. About 73% of U.S.

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Modus Create

JANUARY 15, 2025

Gartner estimates that through 2025, at least 30% of generative AI projects will fail after PoC due to poor data quality, inadequate risk controls, escalating costs, or unclear business value. One example of an organization we worked with is Drexel University. However, realizing this upside can come with significant challenges.

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Usersnap

SEPTEMBER 19, 2023

Continuous Improvement with Artificial Intelligence Real-world application: A/B Testing ? What are Customer Insights AI? This is where AI emerges as a game-changer, revolutionizing the way we decipher customer preferences, behaviors, and needs. AI-powered recommendation systems are a prime example of this transformation.

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Userpilot

JANUARY 16, 2024

TL;DR The machine learning-powered ChatGPT can help product managers generate ideas, conduct market and user research , analyze data (app store reviews, user feedback, etc.), For example, let’s assume you’re a product manager for a collaborative story-sharing platform. create content, and more. . #1:

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Arkenea

AUGUST 30, 2024

I want to begin by redefining technology to encompass data science tools and algorithms, including Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL). DL has advanced machine understanding of human language, as demonstrated by large language models.

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Lenny Rachitsky

FEBRUARY 8, 2024

Before OpenAI, Logan was a machine-learning engineer at Apple and advised NASA on open source policy. For example, we might prompt the AI agent to take several hours to write a detailed blog post citing references and case studies, and to delineate any trade-offs the agent made.

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UX Planet

MARCH 2, 2024

Familiarize with AI and LLMs Basics : Herein, you should familiarize yourself with AI fundamentals and the workings of Large Language Models (LLMs), including their inherent limitations such as the potential for generating incorrect information, known as “hallucinations,” and the impact of biased training data ( AI for UX: Getting Started).

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AB Tasty

AUGUST 19, 2024

And while browsing the same website, users’ expectations can vary, with some knowing exactly what they want and others needing to explore, check your returns policy, learn about your sustainability initiatives, and so on. We have all heard the hype about how AI has been revolutionizing how marketers approach experimentation.

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Crafty CTO

APRIL 17, 2023

Schank was “ a foundational pioneer in the fields of artificial intelligence, cognitive science, and learning sciences ,” truly one of the original AI visionaries. Every knowledge worker can leverage AI tools like ChatGPT, right now, to claw back a significant percentage of their work week.

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Modus Create

DECEMBER 4, 2023

Examples of working groups include: Scalable Builds Group — We focus on making it fast and reliable to build, test, and apply changes to code in a continuous integration setup, from small projects to massive monorepos. Examples include Micro Frontends and Generative AI.

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UX Planet

FEBRUARY 5, 2024

For example, design an icon to represent deep thinking or create a line of icons for each doctor’s specialty on a hospital’s website. With the development of artificial intelligence, getting ideas and involving them has become much easier. Master AI Skills (Including ChatGPT) in My Forthcoming Training!

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Modus Create

FEBRUARY 12, 2025

AI wont replace developers, but it will make underperformers stand out AI will evolve from a helpful sidekick to a proactive collaborative pair programming partner. Generative AI will find practical niches, automating repetitive tasks and scaffolding prototypes.

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Arkenea

SEPTEMBER 5, 2024

Additionally, Artificial Intelligence will continue to play an increasing role in healthcare. Trust will grow as the technology matures, and Generative AI will provide the tooling necessary to empower patients and providers to transition from reactive to proactive participants in their health journey.

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UX Planet

JANUARY 29, 2024

Soon, the design team will likely need to train an artificial intelligence system. They will also train a machine to produce screens based on typography, color, components, and design system guidelines. Here is an example of a test I did with ChatGPT. Here, I believe the AI will help in two ways.

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UX Studio

APRIL 11, 2024

Generative AI has taken the world by storm. Anyone can generate images and designs in different styles with a few words, and naturally, this affects design and AI design tools. AI design tools limitations 1. Image generated with DALL-E 3.

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