Roman Pichler

MAY 3, 2023

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. You talk to the development team, and the team members suggest that machine learning is likely to be the right solution. Or will it help you satisfy a new one?

Research Software 263

Research Software Technical Review Technology Product Research 263

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.

Artificial Inteligence 40

Artificial Inteligence Reporting Tools Research Software Data Visualization 40

Mind the Product

JULY 14, 2017

And it’s all down to machine learning. Smartphones have made this a little better by allowing direct manipulation of the interface, but machine learning and AI allows for a much more natural interaction through voice, gestures, and more. So what are the capabilities that machine learning and AI will give us?

Artificial Inteligence 163

Artificial Inteligence Data Visualization Customer Feedback Customer Experience 163

The Product Coalition

MAY 2, 2019

You are assuming that Machine Learning is the solution and are looking for a problem it can solve. Machine Learning is not magic. Machine Learning is a solution. Beware of the temptation to use the hot technology like Machine Learning to look for a problem it can solve.

Artificial Inteligence 14

Artificial Inteligence Data Visualization Feedback Software Customer Feedback 14

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. Is your product still sufficiently differentiated and does it still stand out from competing offerings? For digital products, this is hardly ever the case in my experience.

Customer Experience 294

Customer Experience Product Research Technical Review Data Visualization 294

Alchemer Mobile

JUNE 15, 2024

It’s no surprise business is responding to the rapidly evolving field of Generative Artificial Intelligence (GenAI). You can analyze large volumes of NPS, CSAT and customer feedback data to quickly understand what’s driving negative and positive sentiment about your brand. Improve product and services.

Artificial Inteligence 100

Artificial Inteligence Customer Experience Data Visualization User Testing 100

Sachin Rekhi

FEBRUARY 9, 2020

More recently, Google Photos is one of Google's best showcases of their artificial intelligence and facial recognition algorithms, allowing you to quickly search for people, pets, objects, holidays, and more. Gmail initially launched by offering 1 GB of storage, which was unheard of relative to Hotmail's paltry 2MB.

User Testing 218

User Testing Weak Development Team Artificial Inteligence Product Research 218

Userpilot

JANUARY 14, 2024

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. Tuning large-scale LLM models is very different than core product for a news feed.

Data Visualization 103

Data Visualization Analytic Tools Feedback Software Research Software 103

Birst BI

DECEMBER 18, 2018

According to Gartner, more than 3,000 CIOs ranked Business Intelligence (BI) and Analytics as the top differentiating technology for their organizations. 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.

Data Visualization 89

Data Visualization Analytic Tools Artificial Inteligence KPI 89

Intercom, Inc.

DECEMBER 6, 2022

The use of embedded technologies like artificial intelligence, natural language processing, and machine learning within the product supports customers to set up processes in the way that works best for their team – resolving queries quickly for their end users, and in turn improving speed, efficiency, customer satisfaction, and brand loyalty.

Artificial Inteligence 129

Artificial Inteligence Feedback Software Data Visualization Customer Experience 129

Roman Pichler

OCTOBER 2, 2018

Are there any new technology, regulatory, or social developments, for example, machine learning, GDPR, and gig economy? Reviewing their products will tell you if your product is still sufficiently differentiated. What conclusions can you draw from the analysis? What would help your product perform well?

Product Strategy 253

Product Strategy Product Research Strategy Technical Review 253

Oren Steinberg

APRIL 8, 2019

Well, machine learning is writing a new chapter in the old insurance book. For P&C carriers we see the opportunity for improving business goals, and easily pilot machine learning in the following areas: Risk Modeling. Carriers can get an actuarial lift even without designing and filing new actuarial models.

Artificial Inteligence 40

Artificial Inteligence Data Visualization Reporting Tools Customer Experience 40

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. So here are 6 mental models for building an AI product strategy: 1.

Product Strategy 40

Product Strategy Artificial Inteligence Strategy User Testing 40

Mind the Product

AUGUST 3, 2023

AI-driven software generation will redefine the competitive landscape in SaaS, so it's time to consider what other differentiators will hold their value Read more » The post How AI-generated software could turn your competitive moat into a puddle appeared first on Mind the Product.

Differentiation 172

Differentiation Artificial Inteligence Generative AI Strategy 172

ProductPlan

JUNE 5, 2020

The Business of Data Science : Covers the basics of data science, machine learning, and artificial intelligence. Moreover, NPDP Certification is differentiated by its not-for-profit status as an organization of internationally recognized academic and professional experts.

Certifications 114

Certifications Customer Experience Artificial Inteligence Product Manager 114

NextBigWhat

DECEMBER 28, 2020

Note that the core product management skills, i.e.empathy, customer centricity continues to be the important elements of the PM role, but in order to avoid yada yada gyaawn, let’s focus on the actionable new skills which will truly differentiate the great product managers from average ones, given the tailwinds. A lot of it.

Research Software 137

Research Software Feedback Software User Testing Product Manager 137

Intercom, Inc.

JUNE 19, 2018

They use service as a differentiator and focus as much on the post purchase experience as the purchase decision to increase customer loyalty and retention – just like luxury hotels and car manufacturers have done for decades. Forward thinking companies are starting to make service a part of their product, with messaging at the core.

Reporting Tools 216

Reporting Tools User Testing Research Software Customer Experience 216

Intercom, Inc.

JULY 15, 2021

took over the company in 1952 and decided to make his mark through modern design, they’ve become the single largest design organization in the world, with over 1500 designers working in innovative products from machine learning to cloud to file sharing. Since Thomas Watson Jr. And that’s where Arin Bhowmick comes in. Fergal: Cool.

Research Software 245

Research Software Feedback Software Reporting Tools User Testing 245

Roman Pichler

JANUARY 8, 2019

For revenue-generating products, you should also investigate if the product is still effectively differentiated: Do users have a compelling reason to choose it over competitors’ offerings? Would a micro services-based architecture or machine learning be beneficial, for example?

Product Research 223

Product Research Customer Experience User Testing Analytic Tools 223

Amplitude

MARCH 9, 2020

As the first SRE on Google Ads and lead of Optimizely’s data science team, Eric and Bilal respectively experienced the pain points of legacy analytics solutions, particularly time-intensive A/B testing in order to differentiate between causation and correlation in their data. What they’ve created is years ahead of the market.

Data Visualization 111

Data Visualization Analytic Tools Artificial Inteligence User Friction 111

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. I wish I knew this stuff when I started working with people focused on NLP a few years ago?—?hopefully,

Technical Review 30

Technical Review Feedback Software Artificial Inteligence User Testing 30

Roy Madden

JUNE 23, 2022

This new machine learning model will help you: Analyze how to differentiate yourself from your competitors Spot new partnership opportunities Monitor the latest releases of portfolio companies. A machine learning model that flags mentions of product launches. Start 30-day free trial.

Product launches 103

Product launches Artificial Inteligence User Testing Product Research 103

The Product Coalition

JANUARY 3, 2020

With IoT security gateways and data analytics services, IoT service providers help to deliver differentiated services that boost the efficiency of the organization by reducing the overall cost. With data and machine learning, they predict the market trend related to your product and competition.

Analytic Tools 78

Analytic Tools Data Visualization Reporting Tools Artificial Inteligence 78

Intercom, Inc.

SEPTEMBER 22, 2022

. “We believe that our ability to deliver in-context conversations sets us apart, as well as our ability to define and deliver on our vision” Intercom received a differentiated rating – the highest score possible – in two criteria: conversation delivery and roadmap. Evaluation criteria.

Reporting Tools 104

Reporting Tools Naming Artificial Inteligence Differentiation 104

Mind the Product

JANUARY 14, 2019

For example, while only a few customers might be asking for serverless protection – because most Fortune 500 are still migrating to microservices and some still even have mainframe applications – it doesn’t mean that this feature wouldn’t be a valuable differentiator. Educate the Customer. What type of ML?

Enterprise 168

Enterprise Customer Feedback Data Visualization User Testing 168

Intercom, Inc.

OCTOBER 14, 2019

We’re no longer the only credible and convenient way for buyers to learn about solutions to their business problems and whether or not a product is right for them. Now we need to deliver something beyond product information and walkthroughs to add the kind of value that will differentiate us from our competitors.

Research Software 162

Research Software Software Review Customer Experience Differentiation 162

PMLesson's Ace the PM Interview

MARCH 20, 2021

Their role, then, would entail collecting, modeling, analyzing, and presenting that data while building machine learning or predictive analytics models so that a company can have insight into the future. The role ultimately comes with many different hats and responsibilities.

Data Visualization 64

Data Visualization Artificial Inteligence Reporting Tools Analytic Tools 64

Userpilot

FEBRUARY 25, 2024

It involves extrapolating existing data to predict future trends through artificial intelligence. You can bring the power of artificial intelligence to your SaaS by leveraging AI tools such as ChatGPT to improve user experience. That said, predictive analytics needs a lot of accurate data. million.

Analytic Tools 105

Analytic Tools Data Visualization User Testing Reporting Tools 105

Userpilot

AUGUST 14, 2024

Talks in this category: Wes Bush : How to Scale a SaaS Beyond $10M ARR Without a Sales Team Dan Olsen : How to Optimize Your Product Metrics for Growth Ben Williams : How to Learn Faster to Grow Faster Product marketing Product marketing bridges the gap between product development and sales by promoting the product. Why does it matter?

Data Visualization 105

Data Visualization Customer Feedback Analytic Tools Research Software 105

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.), Idea creation : Use ChatGPT to generate new feature ideas , campaigns, blog post topics, product differentiation ideas, and more.

ChatGPT 105

ChatGPT Data Visualization Onboarding KPIs Research Software 105

Mind the Product

DECEMBER 18, 2019

Does a product manager need to know about online marketing, brand building, understand a P&L statement, or machine learning algorithms? Expert Analysis and Benchmarking. We set out to uncover all we could about how others addressed this topic.

Weak Development Team 161

Weak Development Team Feedback Software Research Software Development 161

Userpilot

JANUARY 15, 2024

TL;DR The fintech customer experience helps neobanks, cryptocurrencies, and blockchain wallets differentiate themselves from traditional financial institutions. However, this guide will show you how to measure customer experience in the fintech industry, make improvements, and pick the best tools for the job!

Analytic Tools 101

Analytic Tools Feedback Software Reporting Tools Data Visualization 101

The Product Coalition

JULY 20, 2018

The mortgage industry Lenda is disrupting the mortgage market by leveraging machine learning and artificial intelligence to bring down the time necessary to complete a mortgage application. Conclusion: The core principal of product management should be developing a product that is useful to its consumer.

Artificial Inteligence 65

Artificial Inteligence User Testing Data Visualization Customer Experience 65

Userpilot

APRIL 24, 2024

How can SaaS businesses leverage artificial intelligence? Natural language processing and machine learning algorithms can easily analyze responses to open-ended survey questions or conversation transcripts to identify patterns. And differentiate between positive, neutral, and negative feedback.

Analytic Tools 96

Analytic Tools Feedback Software Data Visualization Reporting Tools 96

Userpilot

FEBRUARY 24, 2025

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. Meta is looking for an Operations leader to join the Product Data Operations (PDO) team.

Analytic Tools 52

Analytic Tools Data Visualization Technical Advisors User Testing 52

PMLesson's Ace the PM Interview

JULY 22, 2020

On some teams, if there are additional resources or if the role is one more specialized in research, data scientists may experiment with artificial intelligence or machine learning to answer product questions. You also want to get differentiated data.

Reporting Tools 90

Reporting Tools Research Software Analytic Tools Data Visualization 90

Reveal

OCTOBER 29, 2021

These are the tools and functionalities that will help you differentiate your product and get ahead of your competitors, so don’t settle for anything but the best features. Some of the key embedded analytics features include self-service capabilities, machine learning, dashboard linking, and white-label capabilities.

Data Visualization 98

Data Visualization Analytic Tools Reporting Tools Research Software 98