To understand why OpenClaw matters, you need to understand the problem it solved β and why no big company solved it first.
By late 2025, the AI industry had produced extraordinary models. Claude, GPT β as explored in the intelligence factory race between AI labs β -4o, Gemini β these were genuinely remarkable reasoning engines. But they all shared a fundamental constraint: they lived inside chat windows. You opened a browser tab, typed a question, read the answer, closed the tab. The model forgot you existed the moment the conversation ended. Every session started from zero.
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Gennaro Cuofano is a CRO and tech executive who has worked in AI since late 2015, starting with bringing NLP, natural-language generation, voice and chatbot products to the marketing industry. His background is in law and finance: he holds a Master's degree in Law and an International MBA with an emphasis on corporate finance (LUISS Business School and the University of San Diego, 2012), and worked as a financial analyst at a real-estate investment firm in San Diego and as an assistant controller. His work focuses on business model strategy, business engineering and, more broadly, structural analysis: how companies make money, read from their own filings. He created FourWeekMBA and leads research there and at The Business Engineer, his newsletter on AI and business strategy, with over 95,000 subscribers and more than 1,000 published analyses. His writing has also appeared on Entrepreneur (for example, How to Digitize a Family Business in Europe) and HackerNoon. Find him on LinkedIn and Substack. See how we source.
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