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Agentic AI vs. Deterministic Automation: Are We Asking the Wrong Question?
One of the more interesting debates emerging in enterprise AI is whether Agentic AI will eventually replace traditional automation platforms such as RPA. The argument sounds compelling at first glance. If AI agents can reason, plan, make decisions, and interact with enterprise applications, why would organizations still need predefined workflows and deterministic automation? Recently, I came across a discussion arguing that deterministic automation cannot be replaced by AI ag
Olga Pilawka
Jun 12 min read


AI Is Moving From Experimentation to Execution - And Governance Is Becoming the Backbone
For the last two years, companies have been experimenting with AI everywhere. Every conference, every roadmap, every strategy presentation suddenly became “AI-first.” Organizations rushed into pilots, internal chatbots, copilots, automation projects, and proof-of-concepts. The pressure was huge. Nobody wanted to look like they were falling behind. But the market is slowly changing. The question is no longer:“Can we use AI?” Now the real question is:“Can we actually run busine
Olga Pilawka
May 272 min read


The EU AI Act Is Not a Reason to Ban AI
For many companies, the biggest risk is not implementing AI at all. Too many firms respond with bans, pilot paralysis, or silent avoidance because executives do not yet have a practical risk-management model. The EU AI Act should be read as a framework for governed adoption, not a reason to freeze. The European Union AI Act applies broadly. An AI system is a machine-based system that infers from inputs how to generate outputs such as predictions, content, recommendations, or
Olga Pilawka
May 143 min read


Persuasion Is Not About Speaking Better. It Is About Understanding People - Why Storytelling and Emotional Intelligence Matter in Business
Persuasion in business For a long time, I thought communication was mostly about clarity. If you had strong arguments, confidence, and good preparation, people would naturally agree with you. It sounded logical. Fair, even. The best ideas should win. But real life does not work like that. The longer I work with people, especially in corporate environments, the more I realize something uncomfortable: People rarely reject ideas because the logic is weak. Most of the time, they
Olga Pilawka
May 84 min read


The Hidden Cost/Debt of AI: Beyond the Magic Box Illusion
The Allure of Simplicity When large language models (LLMs) exploded onto the scene, they promised the ultimate shortcut: plug in an AI,...
Olga Pilawka
Jul 21, 20255 min read


How to Reduce the Threat of New Entrants Using Porter’s Five Forces: Practical and Legal Strategies
Porter's Five Forces In any industry, new competitors entering the market can shake up the competitive landscape, threatening existing...
Olga Pilawka
Jun 8, 20253 min read


Understanding Self-Leadership: Theory, Models, and Practical Insight
Positive Psychology In a world where adaptability, resilience, and intrinsic motivation are increasingly valued, the concept of...
Olga Pilawka
Jun 4, 20254 min read


The Importance of Design Thinking and Testing Ideas Before Launch: Learning from Industry Examples
Stanford's Design Thinking Process In the fast-paced world of product development, the ability to innovate successfully depends on...
Olga Pilawka
Mar 23, 20255 min read


Why Early Customer Profiles Are Not Ideal Customer Profiles — And Why Generic Personas Fail
In the fast-paced world of startups and digital innovation, businesses often confuse their earliest customers with their ideal ones. This...
Olga Pilawka
Feb 23, 20253 min read


The Growing Energy Demands of AI and IT Solutions: Challenges and Potential Solutions- Microsoft's Nuclear Reactor Use Cas
Microsoft's nuclear reactor as a solution for increasing power's demand for AI and IT solutions? Not so long ago, I encountered a...
Olga Pilawka
Feb 9, 20259 min read


Types of Strategy: Insights from Michael Porter and Other Scholars
Strategy is a fundamental aspect of business and organizational success. It provides direction, competitive advantage, and long-term...
Olga Pilawka
Feb 2, 20254 min read


Why Starting with a Beachhead Segment is the Secret to Product Strategy Success
Launching a product in today’s crowded marketplace can feel like an uphill battle. Companies are often tempted to go big from the start,...
Olga Pilawka
Jan 25, 20255 min read


What is a North Star Metric and OKRs: A Comprehensive Guide for On-Prem IT Products
In the ever-evolving landscape of IT products, particularly in the on-premises (on-prem) domain, staying focused on growth and customer...
Olga Pilawka
Jan 18, 20255 min read


Building a Successful Go-To-Market Strategy: Insider Tips
In the world of building IT products, one of the key factors that can make or break a product's success is the go-to-market strategy. A...
Olga Pilawka
Jan 18, 20252 min read


Maximizing Product Success: Strategies for IT Executives
In the dynamic world of IT products, the success of a product rests heavily on the shoulders of IT executives who play a crucial role in...
Olga Pilawka
Jan 18, 20252 min read


Finance for Product Managers: Key Concepts and Strategies
In the world of product management, having a solid grasp of finance is crucial for making informed decisions that drive success....
Olga Pilawka
Jan 18, 20252 min read
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