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AI

Why Your Competitors’ AI Outperforms Yours

Business leaders across Africa are noticing a troubling pattern: competitors' AI solutions consistently deliver better customer experiences than their own implementations. These business leaders feel but rarely admit: "Our AI assistant feels clunky compared to what our competitors offer." This isn't just about technology; it's about market position. When customers experience your AI, they're not comparing…

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Data Engineering

Why 67% of AI Models Fail in Production (And How Data Engineering Prevents It)

The boardroom presentation was flawless. The AI model predicted customer churn with 94% accuracy, identified fraud patterns with precision, and promised to save millions annually. Six months later, the same model sits disabled in production, its predictions so wildly inaccurate that the customer service team stopped trusting its recommendations. The company joins the 80% of organizations whose…

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