4 Product-Driven Steps to an Artificial Intelligence Roadmap
bpma ProductHub
OCTOBER 13, 2019
by Daniel Shenfeld – What’s so transformative about artificial intelligence (AI), anyway?
5 Machine Learning Lessons for Product Managers
Mind the Product
AUGUST 19, 2019
Artificial intelligence (AI) is probably the biggest commercial opportunity in today’s economy. What does it mean for us as product managers? 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.
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510: How to use these AI tools to create a product brief – with Brian Collard
Product Innovation Educators
OCTOBER 14, 2024
We’re talking about how artificial intelligence (AI) is changing the way we manage products and come up with new ideas. As people who manage products, lead teams, or come up with new ideas, we’re right in the middle of this AI revolution. I just found 10,000 ways the product hasn’t work yet.”
395: Creating business and product strategy – with Sean Kim
Product Innovation Educators
AUGUST 1, 2022
How product managers can empower teams to create a winning product strategy. We hear a lot about strategy and that product managers need to create a product strategy. In practice, what does that mean and how does a product strategy help you be more successful? 2:31] What is strategy?
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Building User-Centric and Responsible Generative AI Products
Speaker: Shyvee Shi - Product Lead and Learning Instructor at LinkedIn
In the rapidly evolving landscape of artificial intelligence, Generative AI products stand at the cutting edge. These products, with their unique capabilities, bring fresh opportunities and challenges that demand a fresh approach to product management.
The Strategy Stack: Connecting Business, Product, and Technology Strategy
Roman Pichler
MARCH 12, 2024
But this taught me an important lesson: There is no point in worrying about the product details if a sound product strategy is missing. As helpful as a product strategy is, it’s not enough. 1] While I hope that this makes sense to you, I find that in practice, the different strategies are sometimes confused.
How to Apply Machine Learning to Business Problems: Part 1
bpma ProductHub
NOVEMBER 17, 2018
It’s easy to see the massive rise in popularity for venture investment, conferences, and business-related queries for “machine learning” since 2012 – but most technology executives often… This post breaks the original post into 2 Parts. Stay tuned for Part 2 in upcoming weeks.
Establishing an Effective Product Strategy Process
Roman Pichler
OCTOBER 2, 2018
Why a Product Strategy Process Matters. An effective product strategy process should ensure that a valid product strategy and an actionable product roadmap are always available—that a shared and valid approach to achieving product success is available at anytime, as the picture below illustrates.
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519: Product verification, most important of the 19 activities of product management – with Nishant Parikh
Product Innovation Educators
DECEMBER 16, 2024
B2C) Align roadmap structure with development methodology Balance customer needs with development capabilities Maintain appropriate levels of flexibility based on market type Understanding these contextual factors helps product managers create more effective roadmaps that better serve both their organization and their customers.
How to Apply Machine Learning to Business Problems: Part 2
bpma ProductHub
DECEMBER 9, 2018
Pointers for Applying Machine Learning to Business Problems 1– Begin with a priority problem, not a toy problem In an off-mic conversation with Dr. Charles Martin (AI consultant in the Bay Area),… By “Daniel Faggella – This article was originally listed on TechEmergence. Part 1 is here.
AI Product Management 101: How to Leverage Artificial Intelligence Successfully?
Userpilot
MAY 10, 2023
AI product management is a specialization in developing and managing products that use AI technology to build, shape and improve them. Apart from artificial intelligence itself, AI is often referred to as Deep Learning and Machine Learning (ML) technologies and Natural Language Processing (NLP).
AI Product Management: Why Software Product Managers Need to Understand AI and Machine Learning
ProductPlan
MARCH 19, 2020
Artificial intelligence (AI) (and its subset, machine learning (ML)) is indisputably a rising star on the world’s technology stage. AI Product Management: Why Software Product Managers Need to Understand AI and Machine Learning. What is AI Product Management? Nest, Tesla Autopilot.
Deep dive: UX best practices for AI chatbots
Mind the Product
APRIL 16, 2024
Nine recommendations for building the most effective chatbot In the dynamic world of technology, the swift advancement of large language models has captured the attention of companies eager to integrate these innovations into their product strategies.
Designing an AI Driven Product Roadmap
bpma ProductHub
NOVEMBER 16, 2019
by Charu Manglani – Artificial Intelligence (AI) has invaded nearly every sphere of our lives. It is the hidden force of math suggesting the best route on google maps or what to watch on Netflix and Amazon Prime Video. AI is like a wizard that behind the scenes automates our most tedious tasks and makes…
Leveraging New Technologies: 3 Tips for Product People
Roman Pichler
MAY 3, 2023
You should be aware of new trends, be able to make an informed guess if they are likely to impact your market and product, and decide if a technology needs to be further investigated. This usually doesn’t require in-depth technical skills like being able to write code or understand how a specific machine learning framework is used.
The decisive role of AI-powered analytics in your product strategy
Mind the Product
DECEMBER 12, 2023
But before you do, let’s take a closer look at what analytics insights can do for your product, and pick the strategy, format, and tools to get the job done right. Read more » The post The decisive role of AI-powered analytics in your product strategy appeared first on Mind the Product.
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6 Mindset Tips For Building an AI Product Strategy
Bryce York
FEBRUARY 19, 2025
Ive been working with ML & AI for 7+ years and have shipped products ranging from expert systems to statistical models, to LLM-powered features and convolution-powered recommendation engines. Im working on a keynote for the AI for Product Leaders summit and wanted to share some of the content thats not going to fit.
Continuous Strategizing
Roman Pichler
MAY 13, 2024
Listen to the audio version of this article: [link] Product Strategy and Change Strategy means different things to different people, so let me briefly share my definition. A product strategy describes the approach chosen to make a product successful. Eisenhower, we could say, “Strategy is worthless.
The 10th Annual Product Management Awards Winners
The Product Guy
DECEMBER 15, 2019
The Best Product Visionary. Harpal is a seasoned Product leader with 15+ year track record of delivering digital products within consumer and enterprise space. He co-founded a Machine Learning technology startup and served as CPO / VP of Product at intu plc (FTSE 100), Selligent Marketing Cloud, Epica.ai
Smart Home Truths for Product Managers
Mind the Product
AUGUST 9, 2017
While the Amazon Echo Show is an impressive addition to the repertoire of voice and video monitoring systems in this growing market, it’s not the product features that are drawing attention. Rather, it is Amazon’s smart home product strategy. Have an integration strategy. Effective Smart Home Product Delivery.
Four Product Success Factors
Roman Pichler
DECEMBER 7, 2021
If, for example, developing the product requires the application of advanced machine learning algorithms, then you’d have to explore if appropriate machine-learning frameworks exist, or if it’s possible to develop the algorithms in house.
How to Become a Machine Learning Product Manager With Experience
The Product HQ
MAY 10, 2024
Want to become a machine learning product manager? As artificial intelligence technologies continue to evolve and become more mainstream, so too does the demand for machine learning product managers grow among startups and Fortune 500 companies alike. Keep on reading then.
Outsourced Software Product Development: A Comprehensive Guide
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. Definition and Core Components Outsourced software product development refers to the practice of delegating all or part of the software development lifecycle to an external partner.
AI and Product Strategy – Andrew Martinez-Fonts (VP Product, Honeysales)
Mind the Product
JULY 23, 2024
Andrew Martinez-Fonts, VP of product at Honeysales, is a veteran product manager and leader with experience at companies like Yelp, eBay, Prosper, and Silver Spring Networks. He joined the Pendomonium + #mtpcon Roadshow last month to discuss AI’s role in product strategy.
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Essential AI Product Manager Skills
The Product HQ
JUNE 1, 2024
You need to know what the product does, the role it plays, and how it improves its target customers’ lives. Therefore, being a successful artificial intelligence product manager involves having a solid understanding of artificial intelligence and machine learning models.
Leveraging Data-Driven Insights: A Guide for Effective Product Decision-Making
The Product Coalition
AUGUST 29, 2023
Continuously collect, analyze, and apply insights to refine your product strategy. A Glimpse of the Horizon: The Future of Data-Driven Product Management As technology evolves, the future holds even more advanced possibilities for Product Managers.
How Using ChatGPT for Product Management is a Valuable Time-Saver
Usersnap
APRIL 29, 2023
You’ll be able to understand how chatGPT can be a great tool for product management. ChatGPT is an artificial intelligence chatbot developed by OpenAI , built on a large language model. Chatbots are programs that let people converse and respond using natural language, based on the inputs they receive.
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How a Software Engineering Career Started the Journey to Fintech Product Management
Product Management Unpacked
SEPTEMBER 24, 2021
Rao’s transformative career journey began in Mumbai, India, where he spent three years in product management roles for startup Parity Cube, which develops e-commerce content monetization tools to help web-based publishers manage native advertising and affiliate marketing. Rao helped drive product strategy and develop new computer tools. “I
Is it time to become Head of Product?
The Product Guy
APRIL 14, 2018
Product Manager, Algorithms @ Quartet Health (New York, NY). Keywords: Algorithms, Data Analysis, Healthcare, Machine learning, Product Management. Product Manager, Patient Care @ Quartet Health (New York, NY). Keywords: Data Analysis, Product Management, Product Strategy.
Top Job Openings at AI Companies for AI Product Managers (+Star Candidates)
Userpilot
JANUARY 29, 2025
10+ years in product management, particularly in AI or cutting-edge tech. Ideally someone with a proven track record with LLM products. Someone with a technical background and a strong product sense. Those without a proven track record in scaling AI-driven products. Who would be the best fit for this job?
How Product Management is Evolving: Findings from the 2020 PM Insights Report
DISQO
FEBRUARY 24, 2020
The time and rigor required to gather customer data is often at odds with the agility required to build innovative products and solutions, leaving a huge window of opportunity for improved collaboration between researchers and product teams.
How AI is Lowering the Barrier to Entry for BI and Analytics
Birst BI
DECEMBER 18, 2018
The mainstream arrival of Artificial Intelligence (AI) brings with it the potential to finally meet the demand for actionable, enterprise-wide, fact-based decision making. This takes time and specialized expertise, often involving advanced machine learning algorithms that only skilled data scientists understand.
Bain Public to take part in a Product Management conversation focused on Artificial Intelligence on “Get Your AI On!” podcast, by MorphL
Bain Public
DECEMBER 9, 2020
(Montreal, Canada) – Paul Ortchanian, Founder, CEO, Head of Product, Data and Strategy of Bain Public , will taking part in a Product Management conversation focused on Artificial Intelligence in collaboration with MorphL - the AI platform for e-commerce. Get Your AI On!" by MorphL - the AI platform for e-commerce.
The 5 Most Trusted Mobile App Development Companies in Poland for 2021
The Product Coalition
APRIL 7, 2021
The company provides Web & Mobile Development (Frontend, Backend, Android, iOS and Cross-platform apps), Artificial Intelligence (Data Science, Machine Learning, Computer Vision, NLP), Product Design & Strategy (Product strategy), Workshops, Market research, Prototyping & Usability Testing, and UX/UI Design.
Product to Product: Squarespace’s Inga Chen on machine learning
Roadmunk
OCTOBER 12, 2017
The candid conversations that are happening in product communities online make for excellent podcast material. Product to Product will feature two product people talking about one product-specific topic— like applying machine learning to the right problems and building a healthy PM culture (and what “PM culture” is).
Reintroducing comment sections to Netflix— a product strategy
UX Planet
JUNE 14, 2024
Over 8,000 people were interested, so I figured this would be a perfect opportunity to explore my product strategy skills. A product strategy is a clear roadmap that ensures a “product or feature” is built for the right reasons, solves the right problems, and stands out from the crowd. Why or why not?
The Future of Visual Storytelling: Text-to-Video AI
UX Planet
MARCH 17, 2024
The concept utilizes artificial intelligence algorithms to automatically generate videos from text prompts. Natural Language Processing (NLP): Artificial Intelligence uses special algorithms to analyze and interpret your content, identifying key themes, concepts, and information.
Top Mobile Product Manager Job Roles (+Candidate Spotlight)
Userpilot
MARCH 24, 2025
They are seeking a Mobile Product Manager to lead the innovation and expansion of their field service mobile application across iOS, Android, and various third-party integrations. A job seeker with experience building AI-powered consumer products, preferably with ML or LLMs. Who would be a BAD fit for this job?
The Busy Product Manager’s Guide to The 2024 State of Product Management Report
ProductPlan
MARCH 21, 2024
Despite some significant challenges, 2024 is the year of product It’s official, 2024 is shaping up to be the year of product. Changing market conditions has been just one of the many challenges product organizations have faced in recent years. As a product leader, staying knowledgeable about potential challenges is pivotal.
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Become the VP of a Secret Product #jobs
The Product Guy
AUGUST 18, 2018
Senior Technical Product Manager @ Hostmaker (London, UK, EU, Requires right to work in the EU). Keywords: AirBnB Allowance, Machine Learning, Remote Working. Vice President, Product Strategy @ Confidential (New York, NY). Keywords: financial services, metadata management, product roadmap, Python, SPARK.
Top 5 Startup App Development Companies in 2021
The Product Coalition
MAY 16, 2021
Besides app development, the company offers strategy, consulting, design, and product development services.
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4 Product Management Certifications that are Worth Your Time
ProductPlan
JUNE 5, 2020
The course covers basics like assessing target opportunities, building software products, and how to launch a great product. The Product Leader Certificate requires a little more PM experience and demands competence in DevOps, data analytics, and hard technical skills. product manager, product owner, product marketing, etc.)
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How to Build a SaaS Platform
The Product Coalition
MARCH 18, 2021
A step-by-step approach to developing a SaaS product Take the following steps to build a SaaS platform: 1. Decide on the SaaS model, product strategy, and the pricing strategy Formulate your strategy before undertaking software development.
What AI Means to a Retailer Dedicated to Customer Experience
Birst BI
JUNE 18, 2018
For example, retailers rely on business intelligence (BI) tools to predict future demand for products around known factors such as special events or holidays. Introducing Artificial Intelligence (AI) capabilities into the BI software can remove these manual steps and human bias to uncover newer insights and improve business outcomes.
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