Arkisol

Author name: Hodo Hub

From AI Pilot Purgatory to Production-Ready: Why Most AI Projects Stall—and How to Beat the Odds

From AI Pilot Purgatory to Production-Ready: Why Most AI Projects Stall—and How to Beat the Odds Let’s be honest—AI in 2025 is facing a harsh reality. Despite all the buzz, nearly half of AI proof-of-concepts never make it to production. According to S&P Global Market Intelligence, the percentage of enterprises abandoning the majority of their […]

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The Critical Distinction Between AI Benchmarks and Evaluations Every Leader Should know

When Building AI Apps, User Adoption Is Everything — And Rigorous Evaluation Is the Key to It In my discussions with Enterprise users and the broader AI community, I’ve noticed that many people use the terms “AI Benchmarks” and “Evaluations” as if they mean the same thing. However, these terms actually refer to quite different

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When Building AI Apps, User Adoption Is Everything — And Rigorous Evaluation Is the Key to It

When Building AI Apps, User Adoption Is Everything — And Rigorous Evaluation Is the Key to It In today’s rapidly evolving AI landscape, organizations invest heavily in developing AI applications with the hope of transforming their operations and driving significant ROI. Yet, the most critical factor that determines whether an AI app delivers value is

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