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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


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


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
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