Inside the new race: 10 principles of AI agent economics
Some revolutions happen so quietly that by the time we notice, they’ve already rewritten the rules. The boom of artificial intelligence is a change that transcends borders. We say it’s a technological leap, a creative partner, or a productivity multiplier. But the University of Illinois researchers Ke Yang and ChengXiang Zhai, in their 2025 paper Ten […]
What is overfitting in machine learning models?
Overfitting is what happens when a machine learning model gets too good at remembering. Sounds weird, right? Imagine you’re studying for an exam and you memorize every practice question instead of learning the topic. On test day, the questions are different, and you freeze. That’s overfitting. ML model does the same thing when it trains […]
How to become AI-native: Lessons learned from our own experience
In boardrooms everywhere, AI is pitched as the shortcut to a smarter company. Add a chatbot to customer support, let Copilot handle the boilerplate code, buy a subscription, and you’re “AI-powered.” But the reality inside most organizations looks different. The tools may dazzle in demos, yet most of the time they sit awkwardly on top […]
How to build agentic AI
Nowadays, tools like ChatGPT made AI feel both accessible and exciting. While we generate emails and images to facilitate our work routine, something huge is happening with autonomous AI agents, the systems that can sense their environment, reason about it, and take action without constant babysitting. The difference from traditional automation is impressive. Where automation sticks […]
How is agentic AI different from traditional automation: Finding the right fit
Is there still a place for old-school automation in the era of agentic AI? Clients ask this all the time. With intelligent systems that can set goals, adapt, and learn on the fly, it’s natural to wonder if rule-based automation has outlived its efficiency. The short answer: it hasn’t. Agentic AI is a leap forward, […]
How to build an AI agent with ChatGPT: A step-by-step guide
Managing projects today can feel like an endless loop of deadlines, emails, and follow-ups. Even with a shelf of task tools, teams still chase updates, compile reports, and hunt for information manually, leaving less time for the real work. AI is changing that fast. A Capgemini survey found that 82% of businesses plan to integrate AI agents […]
Generative AI in business: Benefits you can’t ignore
Thinking about bringing generative AI into your business? You’re not the only one. Right now, 67% of senior IT leaders say they’re making it a priority in the next 18 months, and a third rank it as their top priority. It makes sense. Generative AI isn’t just another tool, it’s a shift in how technology gets used. […]
Intelligent process automation vs robotic process automation: what’s the difference?
Every company hits the same wall sooner or later: the headaches of routine work. Endless reports, forms that need filling, data that has to be shuffled from one system to another. It’s the kind of work that keeps the lights on but rarely moves the business forward. That’s why automation is on so many agendas. […]
What is the purpose of agentic AI monitoring?
Not long ago, the idea of software making its own decisions belonged to science fiction. Today, agentic AI systems that don’t just respond to commands but plan, reason, and act on their own, are coming out of research labs into boardrooms. And companies pushing huge budgets into it. These agents can schedule shipments, negotiate supplier […]
