Pain point: The current analytics module lacks advanced capabilities to provide deep insights, making it challenging for users to identify patterns, predict trends, and make data-driven decisions effectively. Goal: To implement an AI-powered analytics report feature that offers advanced data analysis, predictive insights, and actionable recommendations to enhance decision-making processes. Detailed description: Introduce an AI analytics report within the analytics module that leverages machine learning algorithms to analyze large datasets comprehensively. The feature should automatically detect patterns, forecast future trends, and highlight significant anomalies in the data. It could provide insights such as customer behavior predictions, performance optimization suggestions, and risk assessments. The AI analytics report should present information through interactive dashboards, visualizations, and narrative summaries, allowing users to easily interpret the data and apply the insights to improve business strategies and operational efficiency.
