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Artificial intelligence (AI) is heralded as the most transformative technology of our time, promising to revolutionize how organizations operate, compete, and deliver value. Yet, the reality for most enterprises is sobering: 95% of IT-driven AI initiatives fail to deliver measurable business impact, despite $30–40 billion in enterprise investment. This striking statistic is not just a cautionary tale – it is a wake-up call for CIOs who are now under immense pressure to deliver tangible results from AI that drive competitiveness, productivity, and financial performance.

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