Why 90% of CFOs Get AI ROI Wrong and the Correct Method of Measurement
Artificial Intelligence (AI) has become a powerful force in the strategy of most businesses, promising to improve efficiency, reduce costs, and drive innovation. Yet, while organizations are making significant investments, most CFOs are struggling to quantify the benefits. Why is this happening? The answer is simple: they are not measuring AI ROI correctly, as traditional ROI metrics are insufficient to …
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The Truth About AI Budgets: Why 70% Goes to the Wrong Places
Artificial Intelligence (AI) has become a top priority for most businesses and organizations, with AI budgets continuing to grow steadily. Despite its immense potential, many companies aren’t seeing the outcomes they expect from their AI investments. The issue isn’t a lack of funding, it’s a matter of poor allocation. In fact, nearly 70% of AI budgets are allocated to areas …
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Why RAG and AI Agents Are a Strategic Imperative for Businesses
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dimitris dimitriadis
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September 25, 2025
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Innovate
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AI, AI Agents, Artificial Intelligence, Digital Transformation, innovation, LLMs, RAG, Retrieval-Augmented Generation, SLMs, TheFutureCats
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In recent years, companies have heavily experimented with generative AI. Many were impressed by flashy demos, but few have seen a lasting, measurable impact on their bottom line. Why is that? Most implementations remained fragmented. A chatbot here, an assistant there, without real integration with critical company data or actual business workflows. To move from hype-driven AI pilots to real …
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Why do AI pilot programs fail?
AI pilot programs fail because they are built around individual applications that don’t evolve over time. When Artificial Intelligence (AI) is limited to a single chatbot or automation, the system doesn’t “collect” experience from daily use, isn’t fed with new data, and doesn’t improve decisions in real time. Technology isn’t the problem. The approach is. AI is not a Q&A …
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Why 95% of AI Pilots Fail and What Business Leaders Should Do Instead
Artificial Intelligence (AI) has dominated investment strategies in large organizations over the past two years. Despite billions being poured into AI initiatives, a recent MIT study reveals that only 5% of AI projects move from pilot to actual production, delivering tangible, measurable results. The remaining 95% of projects fizzle out in flashy demos that don’t move the needle for business …
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The New Map of Work: Dimitris Dimitriadis at Athens Nomad Fest 2025
Borders are blurring, and AI is accelerating a shift where talent and opportunity are no longer tied to a physical address. A new geography of human potential is emerging. The question is: are you prepared to navigate it? This September, the conversation about this new reality is coming to Athens. The Athens Nomad Fest (Sept 12-19) provides the perfect backdrop, …
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How Penetron Hellas is Using AI to Rethink Its Operations
Innovation Isn’t Just for the Product Penetron Hellas is known for pushing boundaries in materials science. Its advanced technologies protect concrete in some of the most demanding construction projects. But now, the company is turning that same mindset inward. In partnership with TheFutureCats, Penetron Hellas is exploring how artificial intelligence can support its people, simplify daily tasks, and bring more …
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Which AI Model Should You Use in 2025? The Smartest Answer Isn’t Just “The Smartest”
You Don’t Need the “Best” AI Model. You Need the Right One. Almost every week, a new AI model drops. It promises to be faster, smarter, or cheaper than the last. Right now, Grok 4 is sitting at the top of benchmark leaderboards for intelligence and reasoning. Gemini 2.5 Pro is sweeping text, code, and image tasks with ease. And …
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Agentic AI: Moving Beyond GenAI Hype to Real-World Transformation
Generative AI has captured the imagination of nearly every industry, but its real-world impact remains underwhelming. According to recent studies, while most companies have adopted GenAI tools in some form, very few are seeing measurable gains. This is the GenAI paradox: a wave of deployment without the expected results. Agentic AI: From Sidekick to Strategic Teammate Agentic AI might just …
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Tokenization: The Future of Business, Made Simple
In today’s fast-changing digital world, innovation is not just a trend, it’s a necessity. While “blockchain” and “cryptocurrency” have become familiar terms, “tokenization” is emerging as a revolutionary concept for assets and ownership. For businesses, this offers enhanced security, new revenue streams, and a more connected customer experience. What exactly is Tokenization? Tokenization is the process of turning ownership rights …
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