Alchemer Mobile

AUGUST 1, 2025

It includes everything from formal survey responses and online reviews to offhand comments in support chats or social media. Today, organizations of all types gather feedback across multiple channels —web, mobile, SMS, email, and even in-person touchpoints—and feed it directly into systems that make insights immediately actionable.

Customer Feedback

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. Large enterprises may outsource entire product lines. Conduct unit, integration, system, and user acceptance testing.

Analytic Tools

Lenny Rachitsky

JULY 14, 2025

Watch or listen now: YouTube // Spotify // Apple Brought to you by: CodeRabbit —Cut code review time and bugs in half. Her innovations are saving millions of dollars and helping lifesaving treatments reach the market faster.

Research Software

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. Uncertain outcomes: Without real-world validation, predicting an AI systems performance or business impact can be challenging.

Analytic Tools

Userpilot

MARCH 4, 2025

Cons Due to its narrow scope, its best for performance monitoring rather than deeper in-app analytics. Datadog Datadog is a comprehensive digital experience monitoring platform for organizations with complex infrastructures, such as microservices or distributed systems. Focuses on front-end metrics critical to user satisfaction.

Data Visualization

Usersnap

JULY 24, 2025

What systems should we integrate with? 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. Experiment and Learn Together Embrace a test-and-learn mindset.

Product Research

PMLesson's Ace the PM Interview

MAY 15, 2025

System design Design a restaurant application that gives the expected waiting time based on waiters, tables, and customers. Machine learning Explain Bayes' theorem. What strategies would you use to avoid model drift in a production system? Study with Exponent’s System Design Interviews course.

Analytic Tools

Gainsight

JUNE 11, 2025

billion per year due to avoidable consumer churn. How AI Transforms Churn Prediction Traditional methods of identifying churn risks, such as manual reviews of usage data or anecdotal feedback, are often reactive and inefficient. In fact, according to CallMiner Churn Index 2020, as reported by Forbes , U.S. companies lose $136.8

Data Visualization

PMLesson's Ace the PM Interview

MARCH 4, 2025

System design Design a URL shortener. Design a system to provide real-time recommendations to users joining new servers. Machine learning Why did you become an ML engineer? Machine learning Why did you become an ML engineer? How would you implement a recommendation system for Discord users?

Reporting Tools

eG Innovations

MAY 7, 2025

Imagine this: Your IT team has invested in cutting-edge observability tools to keep systems running smoothly. The Growing Challenge of Observability Costs Why Observability Costs Keep Climbing Observability provides deep insights into system health, user behavior, and potential issues.

Data Visualization

Modus Create

FEBRUARY 12, 2025

Instead, they come from a rigorous review of five years of client work, 2024 sales inquiries, analyst insights, and industry offerings. Machine learning models can now detect many potential failures before they arise , minimizing defects and accelerating time-to-market.

Analytic Tools

UX Planet

DECEMBER 6, 2024

Increased user satisfaction: When users find a learning app design easy to navigate and visually appealing, they are more likely to enjoy their educational experience. Satisfaction leads to positive reviews, recommendations, and increased user retention. The ability to choose your time and place for studying is so attractive.

Feedback Software

Userpilot

JULY 17, 2025

Enterprise clients stick around longer due to higher switching costs and longer contracts. It’s a system of broken experiences across the customer journey. You need to build systems that engage users early, deliver value consistently, and flag risk before it becomes a loss. Overall B2B median: ~ 3.5% monthly churn.

User Testing

PMLesson's Ace the PM Interview

APRIL 2, 2025

System design Design a system to schedule jobs in a distributed environment. Design a multi-tenant CRM system that ensures data isolation while maintaining scalability. Design a system that handles real-time lead updates and notifications across multiple Salesforce instances.   Before you apply, get a resume review.

Analytic Tools

UX Planet

JUNE 30, 2025

A deep dive into how artificial intelligence is shaping the next generation of financial user experiences — through metrics, strategy, and real success stories Until recently, most banks and financial organizations treated artificial intelligence (AI) as tomorrow’s experiment. 45%, while the UK was at 29% usage.

Data Visualization

PMLesson's Ace the PM Interview

JULY 21, 2025

ℹ️ If you're preparing for a Stripe interview , we recommend reviewing these principles in conjunction with our Stripe interview guide. In Feedback and Reviews Principles are used in peer feedback, retrospectives, and promotions. An engineer might be asked how they handled conflict , to assess humility and ownership.

Feedback Software

PMLesson's Ace the PM Interview

FEBRUARY 20, 2025

" The recruiter will also review logistical information about the interview process and the role.  These are usually a technical domain round, a system design round, and a behavioral round with the hiring manager.  System Design Design a real-time fraud detection system for a banking application.

Reporting Tools

PMLesson's Ace the PM Interview

MAY 15, 2025

Snap Machine Learning Engineer (MLE) Interview Guide Snap Interview Process The interview process at Snap is typically split into 3 stages: a phone call with a recruiter, a technical assessment, and a final round of 4–6 interviews all on 1 day. System design Design a 'people you may know' system.

Reporting Tools

Userpilot

JUNE 1, 2025

Think of it as your early warning system. BigQuery export: streams raw events into Google Cloud for custom SQL joins with CRM data and deeper machine-learning insights. Mobile dashboard template: flag version-specific bugs by grouping key metrics across app versions, device models, mobile platforms, and active-user counts.

Data Visualization

Arkenea

JUNE 27, 2025

Key Takeaways Healthcare SaaS market is expected to increase due to the adoption of technology such as AI, API connections, vertical SaaS, DaaS, PaaS, edge computing, and more. Compliance checklist for developing healthcare SaaS applications reviewing contracts, conducting audits, and setting compliance standards: DICOM, GDPR, SNOMED CT, etc.

Research Software

TechEmpower - Product Management

JULY 24, 2023

Can you provide specific examples of different types of customers, what they need, and what the system will do for them? What’s the state of those systems? If so, will you also have your own account system? Artificial Intelligence Does your application leverage AI in any way? Do you need a ticket system?

Reporting Tools

PMLesson's Ace the PM Interview

MARCH 17, 2025

System design Design Netflix. Design an application performance monitoring system. Machine learning Explain overfitting. System design The system design round at IBM is typically included for mid- to senior-level technical roles. Study with Exponent’s System Design Interviews course.

Analytic Tools

eG Innovations

APRIL 16, 2025

From remarkable improvements in artificial intelligence (AI) and automation to enhanced connectivity and the provision of more personalized IT services, these developments present numerous opportunities to increase productivity and outshine competitors.

Data Visualization

UX Planet

JULY 29, 2025

Accurate : Information should be correct (and regularly reviewed). Accurate What it means Information should be correct (and regularly reviewed). How to follow it Have a process to ensure all content is validated, signed-off and reviewed regularly to ensure it’s up to date (or removed if no longer needed).

Weak Development Team

eG Innovations

MAY 22, 2025

With the rise of microservices, monitoring becomes essential, as businesses need a reliable way to track the performance and health of these distributed systems. Every function of the application is interconnected and dependent on the others, meaning even a small change or update can require redeploying the entire system.

Reporting Tools

PMLesson's Ace the PM Interview

APRIL 2, 2025

Accenture provides many companies with consulting services in strategy, business optimization, and technical system implementation. System design Design a URL shortener. Machine learning What is cross-validation, and why is it important in machine learning? How do you address it in your models?

Data Visualization

Crafty CTO

JUNE 18, 2025

He compares today’s state of AI today to early days in physics where the Standard Model was developed and ended up serving physics almost unchanged through today. His “draw a pelican riding a bicycle” LLM benchmark is both hilarious and an uncannily accurate LLM quality assessment.

Engineering

Arkenea

JULY 9, 2025

Epic Systems dominates the electronic health record (EHR) market, powering over 250 million patient records across the United States. Infrastructure requirements include server capacity, storage systems, backup solutions, and disaster recovery capabilities that ensure Epic performance and reliability.

Reporting Tools

Arkenea

MAY 8, 2025

Understanding the Sourcing Models: Nearshore (Mexico) vs Offshore (India) Before diving into the comparison, let’s establish clear definitions: Nearshore Software Development refers to outsourcing development to countries that are geographically close to your home country. Scalability is another area where India shines.

Research Software

Arkenea

JUNE 20, 2025

EHR revenue cycle management represents far more than simply connecting clinical and billing systems. When properly implemented, integrated EHR-RCM systems can reduce administrative costs by 25-40%, improve clean claim rates from industry averages of 75-85% to 95-98%, and decrease days in accounts receivable from 55-65 days to 35-45 days.

Data Visualization

Modus Create

APRIL 14, 2025

They come in many forms, but some of the most pressing risks include: Malware : As with traditional systems, AI-powered ones can also be targeted by malicious software designed to infiltrate and disrupt operations. Rootkits : Burrow deep into systems, making them notoriously hard to detect. And the risks dont stop there.

Research Software

PMLesson's Ace the PM Interview

FEBRUARY 24, 2025

Reviewed by Deeptaanshu Kumar, a VP of data engineering (ex-Capital One, Freddie Mac). Differences Specialized System Design: While Software Engineering interviews might focus on traditional system design, Data Engineering interviews often delve into designing ETL pipelines and data models. and schedule subsequent rounds.

Data Visualization

Lenny Rachitsky

JULY 28, 2025

Watch or listen now: YouTube // Spotify // Apple Brought to you by: CodeRabbit —Cut code review time and bugs in half. Prefer to skip future episode drops? Unsubscribe from How I AI podcast notifications here.

Data Visualization

PMLesson's Ace the PM Interview

MARCH 5, 2025

👋 Data Analyst Resume Reviews : Request a resume review. Data-Driven Work Experience Each bullet starts with an action verb and showcases measurable achievements (e.g., " Developed an automated revenue reporting system, improving response time by 40% "). This is an example of a data analyst IC resume.

Data Visualization

PMLesson's Ace the PM Interview

MAY 20, 2025

👋 Data Engineer Resume Reviews : Request a resume review. ATS-Friendly with Relevant Keywords : Uses industry-specific terminology and action-oriented language, ensuring the resume performs well in automated systems. Customizing your resume for each job application is essential.

Data Visualization

Arkenea

MAY 12, 2025

Our expertise in microservices architecture, API development, and systems integration enables seamless connection with existing infrastructure.

Reporting Tools

Mind the Product

AUGUST 19, 2019

Artificial intelligence (AI) is probably the biggest commercial opportunity in today’s economy. 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. What does it mean for us as product managers?

Artificial Inteligence