The Basics of Product Management

JUNE 22, 2025

From market research to roadmap prioritization, AI is reshaping how PMs operate, make decisions, and deliver value. Market Research: From Manual to Machine-Learned Market research has always been a cornerstone of product strategy. K-means, DBSCAN), PMs can visualize market segments dynamically.

Artificial Inteligence

The People of Product Management

AUGUST 4, 2025

All Posts Relationship Series Concept Series Search Concept Series Part II: Artificial Intelligence (AI) – What Are People Saying? Marketing and Sales: Selling the AI Sizzle In marketing and sales circles, the term AI is often used loosely. top of page Home Blog More Use tab to navigate through the menu items.

Artificial Inteligence

Business Acumen Institute

MAY 8, 2023

Not a day goes by without a debate about the pros and cons of artificial intelligence (AI). So many sources indicate how AI equals or exceeds the intelligence of humans. Vulnerability in business can lead to a loss of market share and a company’s competitive edge.

Artificial Inteligence

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

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. AI Vision : Intelligently match customers with their ideal car through a sophisticated, single-prompt recommendation engine.

Customer Experience

Modus Create

NOVEMBER 7, 2024

Yet, PwC reports that 60% of organizations have experienced security incidents related to AI or machine learning. Keeping up with changing security threats The vast amounts of data required to train AI models create new attack surfaces for cybercriminals to exploit.

Reporting Tools

Piyanka Jain

JANUARY 8, 2025

The market doesnt need another AI gimmick. The obsession with appearances has two big downsides: Buzzword, without strategy: Instead of focusing on how AI can actually enhance their business, startups are treating it like a marketing gimmick. Stop trying to look like an AI startup and start to be one instead. Saving time andmoney.)

Startups

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

Productside

JULY 10, 2025

Reboot flow: paste the request into an LLM and let it cross-examine. That clarity cascades through prioritization, OKRs, and go-to-market. Free marketing. Three Capabilities for AI-powered Product Management 1. Discovery: AI as Your Thinking Partner Traditional flow: get a half-baked request, run to Jira, pray it sticks.

Product Research

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.

Generative AI

The Product Guy

AUGUST 12, 2025

Product leaders today are expected to respond to shifting priorities, cross-functional pressures, and market instability without losing focus. They fail when hidden assumptions go untested and planning becomes guesswork.

Strategy

UX Planet

JUNE 17, 2025

This helps us identify best practices and find gaps in the market. If a user has searched for laptops, show them the latest models or laptop accessories right on the homepage. Personalized Recommendations: Use AI and machine learning to suggest products the user is most likely to like. What works for them? What doesn’t?

UX

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. According to Statista, the global IT outsourcing market is projected to exceed $591billion by 2025, reflecting a compound annual growth rate of 5.1percent.

Analytic Tools

Lenny Rachitsky

FEBRUARY 9, 2025

Before OpenAI, Karina was at Anthropic, where she led post-training and evaluation work for Claude 3 models, created a document upload feature with 100,000 context windows, and contributed to numerous other innovations. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com.

User Testing

Modus Create

MAY 8, 2025

At Modus Create, we define intelligent product development as: Building software around AI: Where AI is embedded into the product experience (i.e., personalization, recommendation engines, generative UI, LLM-based support, predictive analytics). You can simulate user interactions with LLM personas.

Product Research

Userpilot

MAY 17, 2025

AI, predictive analytics, and machine learning are helping apps feel more personal while taking some of the guesswork out of product decisions. In 2025, more companies are using artificial intelligence to improve product decisions and automate key parts of the user journey. Its also changing how teams build them.

Analytic Tools

Usersnap

JULY 24, 2025

Key Questions: What’s the one piece of data we must collect to gain an unfair market advantage? Large language models or deep learning tools can surface patterns, but real insight comes from your team’s shared understanding of your users , market, and data. Which critical use cases depend on accurate data?

Product Research

Alchemer Mobile

AUGUST 1, 2025

It helps you: Understand satisfaction levels Identify pain points and product gaps Make informed business decisions Improve loyalty and retention Develop more relevant marketing and messaging Simply put, feedback takes the guesswork out of CX, product, or marketing decisions. When should you collect customer feedback?

Customer Feedback

Lenny Rachitsky

JULY 14, 2025

Lovable —Build apps by simply chatting with AI Prerna Kaul is a product and platform leader who has spent over 14 years turning machine-learning research into consumer and B2B products at Amazon Alexa, AGI, Moderna, and now Panasonic Well. For inquiries about sponsoring the podcast, email jordan@penname.co.

Research Software

Modus Create

JANUARY 15, 2025

Their research team wanted to develop an app to test its hypothesis about eating disorder treatment, and our developers utilized machine learning framework, third-party API integrations, and a modern tech stack (Rails, React Native, React) to create a clinical-trial ready app in eight months.

Analytic Tools

Userpilot

MARCH 5, 2025

Integrations: Provide seamless data flow with tools like CRM or marketing software. Usability features to look for Ease of use: Choose a tool thats straightforward to learn and navigate. Artificial intelligence (AI) capabilities: Like predictive modeling or sentiment analysis, can help you uncover hidden patterns in your customer data.

Data Visualization

Usersnap

AUGUST 6, 2025

It’s about: Solving real user problems : Does artificial intelligence fix something painful enough? Ravi Mehta , former CPO at Tinder and product thought leader has long focused on frameworks that align product execution with strategic growth. His AI strategy lens is uniquely actionable. It’s not about AI hype.

Product Research

Lenny Rachitsky

NOVEMBER 14, 2024

For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com. Lenny may be an investor in the companies discussed.

Feedback Software

UX Planet

MAY 27, 2025

Written by Alex Kreger and UXDA team Industry Disruption UXDA has witnessed how quickly markets can shift when a more compelling digital experience arrives: Netflixs streaming overtook Blockbusters rentalmodel. They blame weak conversions or shrinking loyalty on branding or marketing missteps. It starts at the top.

Finance

AB Tasty

JULY 3, 2025

Whether you’re an A/B testing novice or a seasoned pro, here are some of our favorite influencers in CRO and experimentation that you should follow: Ronny Kohavi Ronny Kohavi , a pioneer in the field of experimentation, brings over three decades of experience in machine learning, controlled experiments, AI, and personalization.

User Testing

Product Talk

DECEMBER 18, 2024

I chose this market because Netflix is in 100+ countries and everybody is familiar with it. I am optimistic about this wave of generative AI, and I’m really excited about experimenting with it from a teaching and learning standpoint. Tweet This I can give an example. In my book, I wrote a lot about streaming entertainment.

Product Research

Userpilot

FEBRUARY 24, 2025

Finding the right opportunity or the perfect candidate can be challenging in todays competitive market. PDO provides data and insights that power machine learning and AI, at the core of all Meta products. Experience in AI , machine learning, or related fields. Meta Manager, Product Data Operations Meta office.

Analytic Tools

Userpilot

MARCH 24, 2025

Salesforce Field Service is a market leader with customers including many Fortune 500 companies. A job seeker with experience building AI-powered consumer products, preferably with ML or LLMs. A person with no background in AI, ML, or LLM-powered products. Experience building consumer products leveraging ML or LLM.

Analytic Tools

The Product Guy

AUGUST 3, 2025

AI made product discovery fast, but not necessarily better. With interviews, tickets, reviews, and feedback synthesized in minutes, teams now face a new problem: more input, less clarity.

Product Research

Reveal

DECEMBER 30, 2024

Embedded analytics delivers up-to-date data, helping users monitor performance and respond quickly to market changes. Expansive Analytics Capabilities Future-proof your investment by selecting a platform with advanced features like AI-powered insights, machine learning, predictive analytics, and real-time monitoring.

Data Visualization

PMLesson's Ace the PM Interview

MAY 15, 2025

Robinhood is a fintech company with a wonderfully democratic mission: to make financial markets accessible to all, not just the wealthy. Machine learning Explain Bayes' theorem. What strategies would you use to avoid model drift in a production system? Design a URL shortener. Design a job scheduler. Design a chatbot.

Analytic Tools

Product Innovation Educators

DECEMBER 30, 2024

These knowledge areas include product innovation management, strategy, portfolio management, process, design and development, market research, and culture and teams. Process The process knowledge area covers the various methodologies and frameworks used to guide product development from idea to market.

User Testing

Gainsight

JUNE 11, 2025

Sales may need to push harder to hit numbers, Marketing must increase spending to fill the pipeline, and Product teams scramble to address retention issues. Machine learning models also consider broader engagement trends, renewal history, and account tier, providing a nuanced picture of each customer’s likelihood to churn.

Data Visualization

The Product Guy

JULY 29, 2025

“We’re shipping faster, but I trust our decisions less.” That’s what one PM told me after their team rolled out AI across the product workflow. Their backlog was clearing. Tickets were closing. AI-generated ideas filled the roadmap. But no one was asking whether they should be building any of it.

Product Research