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Two areas where AI, in its current form, can add significant value to the CRM ecosystem are marketing (lead scoring) and customer service (chatbots, sentiment analysis, and agent response mechanisms). When these AI capabilities are executed as part of a well-defined customer engagement strategy, they can have a significant impact on the company's bottom line.