d delays and improved responsiveness. E-Commerce Personalization Investments in AI-driven personalization tools allowed Serena and Lily to serve customized product recommendations, thereby increasing average order value and customer satisfaction. Sust
rove image quality through noise reduction, skew correction, and contrast adjustment. Template-Based Recognition: For standardized forms like loan applications, enabling precise data extraction. b. Integration with Existing Systems Developing APIs to conn
nherent challenges: High initial investment costs Data security and privacy concerns Integration complexities with legacy systems Uncertain ROI and measuring success External factors such as market volatility or regulatory changes Recog
