Match each item in the value chain, 1 through 7 , with an impact of an artificial intelligence initiative, choosing from items a through g.

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Value Chain 1. Research and development 2. Design 3. Supply 4. Production C. 5. Marketing 6. Distribution 7. Customer service Impact of Artificial Intelligence Initiative a. b. d. e. f. 9. - Increased customer sales through Al that writes personalized messages to customers and posts personalized social media ads. Avoidance of inventory shortages by equipping vendors with sensors that identify potential delays early on, allowing time for any necessary adjustments. Timely and predictable delivery of goods through the use of predictive analytics that identify possible delivery problems and make adjustments to optimize routing. Identification of defective product during the manufacturing process based on a sensor that identifies potential issues based on the sound of the equipment running and reacts accordingly. Generation of product ideas based on an analysis of social media data, sales data, customer review data, and customer preference data. Improved customer experience by providing an app that will give the customer step-by-step directions to a specific product in a particular store. Quicker time to market results because an electronic prototype is efficiently adapted to international markets through language translation and other adjustments.