AI and Machine Learning in Modern Web Apps

Personalization engines powered by AI now tailor content and product recommendations to individual users in real-time, dramatically improving conversion rates. Natural language processing enables sophisticated chatbots that understand context and intent rather than just keyword matching.Computer vision allows web apps to analyze and process images directly in the browser - think automatic background removal or product recognition. Sentiment analysis helps companies gauge customer satisfaction from support chats and reviews.These technologies are becoming more accessible through cloud APIs that don't require deep ML expertise to implement. The most successful integrations enhance rather than replace human capabilities, creating more intuitive and helpful web experiences.