Describe Artificial Intelligence implementation at Cemex.

answer three questions in an essay-style format:
1. Reflecting on Cemex’s journey in implementing AI solutions, what were the key challenges they faced in scaling AI models globally, and how did they address these challenges?
2. Throughout the case study, various AI solutions were developed and deployed to optimize different aspects of Cemex’s operations, such as demand forecasting, digital confirmation, and ready-mix. How did these AI solutions contribute to specific business outcomes and firm performance?
3. The case study highlights the importance of collaboration between data scientists and domain experts in developing and validating AI models. How did this collaboration contribute to the successful implementation of AI solutions at Cemex, and what lessons can other organizations learn from this approach?

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