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Book Overview & Buying
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Table Of Contents
The Chief AI Officer's Handbook
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Deploying AI solutions in a business environment can feel like navigating a minefield. Despite AI’s immense potential, the journey from prototype to production is fraught with challenges that can derail even the most promising projects. Let’s explore some key pain points for organizations, illustrating them with compelling examples and insightful analysis.
One of the most significant hurdles in deploying AI solutions is scaling from a successful prototype to a full-fledged production system. During the prototype phase, everything works smoothly. The model performs well on test data, and the team is optimistic about its potential. However, transitioning to production often reveals hidden complexities.
Consider a mid-sized retail company that developed a recommendation engine to personalize customer shopping experiences. The prototype was a hit, showing impressive accuracy in recommending...
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