Mind the Product

JULY 25, 2019

What’s so transformative about artificial intelligence (AI), anyway? Naturally, any AI product involves many technical aspects including data collection, processing, and modelling, which are the domain of data science and machine learning experts. How can you apply this in practice to your company? The Bottom Line.

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Product Management University

APRIL 10, 2023

(Artificial Intelligence) AI and product management is a white-hot topic that runs the gamut, from the countless benefits to product managers all the way to replacing product managers…and everything in between. What is AI (Artificial Intelligence)? Is Machine Learning the Same as Artificial Intelligence?

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Mind the Product

JANUARY 3, 2019

In fact, in a recent survey of 500 application teams that we ran, predictive analytics was the number one feature currently being added to product roadmaps. Predictive analytics uses historical data, machine learning, and artificial intelligence (AI) to help the application end user act in a preemptive way.

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The Product Coalition

JANUARY 12, 2023

BMT also requires creating innovative new business models that can enable organizations to stay competitive in today’s ever-evolving digital landscape. Companies can use artificial intelligence and machine learning to create automated customer service chatbots, making it easier for customers to get answers quickly and accurately.

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The Product Guy

DECEMBER 15, 2019

In this role, Gaudio drives the strategy behind roadmap management, agile product development, and cross-functional communication. 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 The Best Product Visionary. Harpal Singh.

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The Product Coalition

JUNE 9, 2023

If you do things that are purposeful, you’ll eventually be successful.” — Howard Schultz Several years ago, I found myself in a heated discussion about product roadmaps with a client. So as he leaned across the table and looked me in the eyes, he demanded, “Explain why I need a product roadmap.” Why not, indeed?

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Alchemer Mobile

OCTOBER 21, 2021

What strategies do you use to prioritize your product roadmap? If you want to learn about machine learning, learning about A/B testing and SQL is a great way to intro into that because it teaches you the fundamentals machine learning is built on. What tools or methodologies do you use?

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Mind the Product

AUGUST 9, 2017

If the market is better educated, there will be direct benefits to the technology roadmap and product pricing. Smart home product managers must rev up the speed and intensity of incorporating more stringent security measures onto their product technology roadmap, such as inclusion of inbuilt anti-hacking security software in smart devices.

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The Product Coalition

OCTOBER 30, 2023

So either we work together to understand your objectives, call them goals if you’d like, and the outcome you are looking for from the product, or we will end the discussion, and you won’t get a committed set of work on the roadmap.” We went away from detailed, long-term, feature-committed roadmaps. I explained this many times.

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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.

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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. Development insights and product roadmap : Are there any significant learning from the product discovery and delivery work? Has the product roadmap changed?

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Roman Pichler

OCTOBER 2, 2018

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. Why a Product Strategy Process Matters. What would help your product perform well?

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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. This can include: Product strategy: Roadmap definition, market research, feature prioritization. Prototyping and design: Wireframes, mockups, user experience flows.

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Usersnap

APRIL 29, 2023

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. Give me a list of roadmap ideas aligned with this strategy.” What is ChatGPT?

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DISQO

FEBRUARY 24, 2020

Product managers find it most challenging to build and perfect product vision and roadmaps: 30% of product leaders identified a clearer product strategy as their biggest wish list item in 2020, but nearly 53% said they don’t have enough time to craft product roadmaps.

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The Product HQ

JUNE 1, 2024

Therefore, being a successful artificial intelligence product manager involves having a solid understanding of artificial intelligence and machine learning models. Studying artificial intelligence and machine learning via a specialized course is a solid option to help you develop in the field.

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Intercom, Inc.

MARCH 2, 2021

It also uses machine learning to suggest relevant topics for you to explore, allowing you to stay on top of what’s top-of-mind for your customers, quickly identify any blind spots to watch, and get key insights you can leverage with proactive support.

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Lenny Rachitsky

JULY 30, 2024

Figma)—rather than base models (OpenAI’s LLM) or infrastructure (e.g. We reviewed public data for pricing models, value metrics, bundling, and free versions to identify current trends. To answer, I investigated the pricing and bundling strategies of 44 leading tech incumbents.

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Product Talk

JUNE 21, 2017

Aparna highlights that machine learning will allow computers to adapt to humans. I love the way Aparna Chennapragada , Product Director at Google, framed one of the benefits of machine learning as computers being able to adapt to humans rather than humans having to adapt to computers. That’s awesome.

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Alchemer Mobile

AUGUST 19, 2024

Prioritize Roadmap Items Based on Internal Opinions: Do your best to ensure that prioritization is driven by customer needs rather than internal politics or preferences. Regularly reassess the product roadmap and ensure alignment with evolving customer needs.

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Roman Pichler

JUNE 4, 2018

Embracing new technologies like machine learning, micro services, big data, and Internet of Things (IoT) is part of that change, as is the introduction of agile practices including cross-functional and self-organising teams, DevOps, Scrum, and Kanban. Take the product roadmap, for example.

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Intercom, Inc.

MAY 20, 2021

When we released Resolution Bot early last year, we recorded this fascinating conversation between our co-founder Ciaran Lee and our Director of Machine Learning, Fergal Reid. It’s a great peek behind the scenes of how we think about using machine learning in a practical way that truly benefits our users.

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The Product Coalition

MARCH 5, 2018

Building your first Machine Learning product can be overwhelming?—?the I’ve often seen great Machine Learning models fail to become great Products, not because of the ML itself, but because of the supporting product environment. UX, Processes, and Data, all contribute to the success of a Machine Learning model.

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Userpilot

JANUARY 29, 2025

Ideally someone with a proven track record with LLM products. Experience working with or applying Large Language Models in products. Experience in the AI or machine learning industry. Define the roadmaps, ensuring they align with the AIML Platform and the company’s overall AI/ML strategies.

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Analytic Tools Research Software Artificial Inteligence User Testing 52

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. About MorphL.

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The Product Coalition

NOVEMBER 20, 2020

Mindset for developing the product roadmaps: In order to be a successful mobile app product manager, you must have a prepared mindset for developing the different roadmaps relating to your mobile apps. You should develop a flexible roadmap that will help you to cater to the needs of the concerned people.

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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.

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Roadmunk

OCTOBER 12, 2017

Listen to it below: For context: As a company that builds roadmapping software for product people, we’re immersed in the product community. Machine learning is a passion of Inga’s—and she’s specifically interested in helping other product teams build machine learning models that solve real problems for end users.

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Intercom, Inc.

MAY 22, 2019

Deepa joined me for a chat about everything from ways to prioritize customer experience to going all-in on machine learning. When building machine learning , large generic training models aren’t always the best. Building a customer-led product roadmap. Short on time?

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The Product Coalition

MARCH 18, 2021

You need to decide on a pricing model. Explore various subscription models and how you will charge subscribers. Do you plan to offer complex features that utilize cutting-edge technologies like AI (Artificial Intelligence), IoT (Internet of Things), etc.?

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The Product Guy

AUGUST 18, 2018

Keywords: AirBnB Allowance, Machine Learning, Remote Working. Keywords: financial services, metadata management, product roadmap, Python, SPARK. Senior Technical Product Manager @ Hostmaker (London, UK, EU, Requires right to work in the EU). Vice President, Product Strategy @ Confidential (New York, NY).

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Bain Public

JULY 12, 2021

There are a lot of complexities when it comes to building, shipping and executing AI and machine learning (ML) projects. UX costs: This is for testing to see if users respond positively to machine learning (i.e. Furthermore, it’s important to understand that there’s a cost to getting it wrong with AI and machine learning.

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Mind the Product

APRIL 13, 2017

That’s why I decided to share how we at Revue talk to and learn from our users every single day (yes, even on weekends). If you are curious about how we do this (with Intercom, an open roadmap on Trello and a user channel on Slack) and how this is working for us, then keep reading. Customers are Real People.

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Sachin Rekhi

DECEMBER 6, 2016

While the output of an annual planning process can take multiple forms, I've found 5-year roadmap themes to be a great aid in facilitating the right level of discussion. When it comes to costing & estimation, I find that roadmap themes are too high-level to be able to get granular costing of effort required.

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Roman Pichler

JANUARY 8, 2019

Would a micro services-based architecture or machine learning be beneficial, for example? Once you have identified the right way forward, capture your decisions in a product roadmap like my GO Product Roadmap. You should now be in a good position to stock the product backlog and create the right user stories.

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Product Innovation Educators

JULY 22, 2024

Make sure to: Assign next steps to team members Set up time to test your ideas with real users Add your solutions to your product roadmap Tools to Make Your Sprints Zoom In today’s digital world, the right tools can make all the difference. Follow Through The sprint might end after two hours, but the work doesn’t.

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