AI for professionals. A practical guide to what works and doesn't

95% of artificial intelligence projects fail to deliver measurable results.Not because the technology doesn't work — but because it's applied in the wrong way.This book is a practical guide for entrepreneurs, managers, and professionals who want to understand whether — and how — to use AI in their business, without needing a technical background.It doesn't promise a revolution, and it doesn't indulge in hype. Instead, it lays out a clear, evidence-based method built on verifiable data, decision frameworks, practical checklists, and an honest assessment of the technology's limitations.You'll discover what AI can genuinely do, how to identify where it can create real value, which mistakes to avoid, how to choose the right vendors, and how to measure results in concrete terms.The goal: to be among the 5% who achieve tangible outcomes.