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Showing posts from February, 2024

Chatbot Product Recommendations using NLP

 Chatbot Product Recommendations using NLP Business Objective: Provide instant assistance to customers on product recommendations on a Customer Service Chatbot at eCommerce business Tip: Try it in Google Colab! 1. Generate Dataset import pandas as pd # Create a synthetic dataset for customer queries and interactions data = {     'query' : [ 'How can I track my order?' , 'Do you have this item in stock?' , 'Can I return this product?' ,               'Which products are trending?' , 'Can you recommend a laptop for programming?' ],     'intent' : [ 'order_tracking' , 'product_availability' , 'return_policy' ,                 'trending_products' , 'product_recommendation' ],     'response' : [ 'To track your order, please visit our website and go to the order tracking section.' ,                   'Yes, the item is currently in stock.'...
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AI Strategy for Digital Business High-level framework to define AI Strategy. 1.     Define Business Goals: •        Identify Digital business overarching business objectives. •        Understand key performance indicators (KPIs) and success metrics. •        Determine how AI can contribute to achieving these goals. 2. Understand Client Needs: •        Conduct client surveys, interviews, and feedback sessions via Mural boards. •        Identify common pain points and challenges faced by clients. •        Determine where AI can enhance client satisfaction and deliver value. 3. Assess Current Capabilities: •        Evaluate existing AI capabilities within Apply Digital. •        Identify areas where AI can be integrated...

Developing an effective AI strategy for Retail and E-commerce business

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Role-based AI Strategy for E-commerce and Retail Developing an effective AI strategy for a mid-size Retail and E-commerce business involves aligning AI initiatives with business goals, enhancing customer experiences, and optimizing operations. Let’s break down the roles and their corresponding AI strategies: Also see: Chatbot Product Recommendations  https://digitalecomai.blogspot.com/2024/02/chatbot-product-recommendations-using.html