Jack Byrnes takes Greg Focker into his study and explains the rules. He is retired CIA, he grows orchids, and he has just met the man who wants to marry his daughter. Greg is sweating. Jack is not. "With the knowledge you've been given, you are now on the inside of what I like to call the Byrnes family circle of trust. I keep nothing from you, you keep nothing from me, and round and round we go." It is a joke about a controlling father who owns a polygraph machine. It is also

The date is July 24th, 2026. A Friday. Sarah (yes, her again), VP of Operations at a mid-size fintech in Frankfurt, adjusts her presentation remote and takes a slow breath before the final slide. The numbers are good. Better than projected, actually. The AI customer service platform went live in March. By May, forty agents had been replaced. Projected annual savings: 3.2 million euros. Customer complaints are up slightly, but the Q4 report does not include customer satisfacti

By Angelika, advisor & trainer Data & AI Literacy Frankwatching (https://www.frankwatching.com): take a critical look at the customer journey and your customer contact strategy and determine where chatbots and voice assistants have added value, and where they don't. The advance of AI in business services is unstoppable. Increasingly, when we have questions or problems, we are greeted by a friendly but clearly digital voice or a chatbot that promises to help us quickly. But

Sarah gets to the office at 8:47 on a Monday morning and opens her laptop to a beautiful report. It was generated overnight by the AI platform her company spent four months selecting and three months implementing. Fourteen pages. Clean charts. Confidence intervals. A ranked list of 23 customer accounts flagged as "high churn probability" in the next 90 days, each one color-coded by revenue impact. She emails the customer success team before her coffee finishes brewing. "These

You know that scene in every heist movie where the genius safecracker sits down, cracks his knuckles, and spends twenty tense minutes with his ear to the vault, listening for each tumbler to fall into place? The whole sequence exists so you understand something: this person is extraordinarily skilled, this takes time, and that time is the proof of the value. Charlize Theron and Mark Wahlberg on The Italian Job Now imagine someone slides a machine under the vault door that ope

When people talk about Artificial Intelligence, the conversation often starts with fear. One question keeps returning: Are you afraid AI will replace you? It is a simple question, but to be honest, it creates the wrong frame. It presents AI as a competitor, a threat, or even an enemy. That framing closes the door to a much more useful and hopeful conversation. The more important question is not whether AI will replace people. The real question is how AI can amplify people.

Have you ever opened a dashboard and felt lost, unsure of where to look first? Or needed a quick piece of information, only to find it buried among too many charts and filters that did not work well together? That is exactly what UX, or User Experience, is about. When we talk about dashboards, UX is not just about making them look more attractive. It is about efficiency, clarity, and supporting better decision-making. UX means ensuring that the people using a dashboard can fi

In the world of data and analytics, we are super proud, how we work with precision, clarity, and objectivity. We mostly speak universal languages of SQL, Python, R, architectures, within our department with our own jargon, or we even talk through (data)visualizations. But what if the most significant language barrier in our field isn't technical at all? What if it's woven into the very words we use every day, creating invisible hurdles for women (and even men) and a costly di

Author: Igor Alcantara In the heart of downtown Boston, Sarah arrives at her office building at 7:47 AM, three minutes earlier than usual. As she swipes her badge, something magical happens behind the scenes. Her workspace temperature adjusts to her preferred 72 degrees. Her monitor displays the three most critical reports for today's 9 AM client presentation. Her calendar automatically blocks thirty minutes at 2 PM based on her historical need for focused work time after lun

Author: Igor Alcantara Close your eyes and think of “apple.” What popped into your mind? A crisp fruit? Maybe the company with the bitten logo? Maybe your grandmother’s pie, or Steve Jobs in a black turtleneck? In my case, the Beatle's recording label after they left Parlophone? That chain reaction, one idea sparking a web of others; is how the human brain works. Neuroscientists call it associative memory : our neurons form networks where one concept lights up another. When w

Author: Igor Alcantara I want you to picture the opening of 2001: A Space Odyssey, Thus Spoke Zarathustra. Stanley Kubrick gives us one of the most iconic scenes in cinema history. One of our ancestors, possibly a Homo Habilis, stands at the dawn of cognition. Surrounded by the bones of the past, they lift one from a carcass and, with the abstract thought that only advanced primates possess, imagine its potential. Our great-great-g(n)reat-grandparent sees beyond what’s in fro

Author: Igor Alcantara I am, as many people in my generation, a big fan of the “Back to the Future” franchise. My favorite part is seeing how a small change in the past can have an outsized impact on the future. There aren’t many big, dramatic moments that shape our lives; most of the time, it’s the little, everyday actions that decide what comes next. Understanding how this idea links to managing and developing people can change everything about the way you lead. This articl

Author: Igor Alcantara It’s easy for professionals to define themselves by their job titles. This is not something new. In fact, it is the origin of many family names. If you ever met a Smith, Baker, Fisher, Taylor, Miller, Chapman, or Potter, you know what I am talking about. When asked "who are you", most people will start with their name followed by their job title. These comes before marital status, parenthood status, place of birth or any other fact that defines you. For

In "The Storyteller’s Guide to Effective Presentations," we invite you on a journey that blends the art of storytelling with the science of effective presentations. This webinar is designed for anyone seeking to elevate their communication skills and captivate audiences with compelling narratives. Throughout this short webinar, participants will learn the fundamental principles of storytelling and how to apply them to the preparation and delivery of impactful presentations. H

In this insightful session, a recording inspired by the presentation delivered at the Qlik AI Reality Tour in Atlanta on September 2024, Igor Alcantara, Director of Data Science and Education at IPC Global and a Qlik MVP, dives deep into the realities and myths surrounding AI. AI’s promises and possibilities often get clouded by hype, and here, Igor separates fact from fiction, breaking down what AI truly is and what it isn’t. This video covers: What AI Really Is Types of AI

Author: Igor Alcantara In the last couple or so years, we all witnessed the widespread adoption and advancement of Large Language Models (LLMs), I couldn't help but think about the profound implications for the world of analytics and the evolving role of the data or business analyst. With each breakthrough in natural language processing, I found myself increasingly intrigued by the transformative potential of these technologies. However, as I got deeper into current use cases

Author: Igor Alcantara Data literacy is the ability to understand, work with, and communicate data effectively. As the world becomes increasingly data-driven, it is becoming more and more important for individuals and businesses alike to have a strong understanding of data. The importance of data literacy can be seen in almost every aspect of modern business. From marketing and sales to finance and operations, data plays a crucial role in driving success. By having a strong u

Author: Igor Alcantara In today's fast-paced digital landscape, data-driven decision-making has become an essential tool for businesses of all sizes looking to stay competitive. But what exactly is data-driven decision-making, and why is it so important? Data-driven decision-making is the process of using data to inform business strategy and decision-making. The key to successful data-driven decision-making is having a clear understanding of the data and how to use it effecti

Author: Igor Alcantara Bayesian statistics sounds fancy and intimidating, like something you need a tuxedo, a pipe, and a PhD to understand. But at its core, it’s not that complicated. It’s basically a way of saying: “Here’s what I thought before, here’s the new evidence I just got, so now here’s what I think.” It’s how humans have operated since forever. If you thought it was going to rain today because the sky looked gray, but then you check your weather app and see 0% chan