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What are the typical timelines and phases in a comprehensive AI implementation project for a consumer brand’s CX?


A comprehensive AI implementation usually begins with business assessment and process mapping to identify the highest-value use cases. Next comes data preparation, system integration, and AI model configuration, followed by testing and pilot deployment to validate performance. Once results meet business expectations, the solution is rolled out across customer touchpoints with employee training and governance controls in place.