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In a previous article, we explored how BBVA is scaling its Machine Learning capabilities with a new architecture based on AWS technologies. This second article details how we have tested with four initial use cases to identify reusable ML patterns, standardize operational workflows, and design extensible templates that accelerate ML delivery while maintaining governance and flexibility across teams and business domains.