Artificial Intelligence (AI) and Machine Learning (ML) have significantly transformed e-commerce personalization and recommendations, equipping retailers with potent tools to boost customer experience and drive sales. Research & Markets forecasts that retailers will invest up to $5 billion in AI solutions within the next three years, with applications expected to yield a 60% increase in profitability over 15 years.