Insights
Category: AI Strategy & ROI
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Can the most expensive AI failure be a pilot that works fine?
This is a real story from my long career in software solutions design and implementation. Years before anyone said "AI pilot," a telecom service provider went live with a loyalty platform. It did exactly what it was built to do: it read…
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From AI pilot to enterprise AI ROI: planning the data foundation
Most enterprises have now run an AI pilot. Far fewer have turned one into measurable enterprise AI ROI — and in my experience the reason has more to do with the data than with the model. The pattern is now visible in…
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Artificial Intelligence as Competitive Advantage
Introduction It is indeed an AI arms race. Those who master AI more shall reap more prosperity, because they shall boost their GDP at an unprecedented rate. Laggard businesses and nations shall find themselves on the wrong side of a widening competitiveness…