Artificial intelligence (AI), machine learning (ML) and natural language programming (NLP) are changing the ways brands interact with customers. By using AI and ML, brands are able to provide — at a greater scale — personalized AI-powered chatbots, deliver personalized content, messaging and ads, and product recommendations. AI and ML can also power sentiment analysis, delivering more clarity around customer reactions and desires.