Abstract: A method for performing context-based analysis using a processor is disclosed. The method is initialized when the processor receives a first query from a first user on a first user device. Further, processor is configured to send the first query from the first user device using metadata from a database management system over a network. The sent first query is analyzed. The processor is configured to analyze the first query and determine a first context of the first query to generate a first user metadata based on the first context. Further, the processor is configured to identify the key performance indicators (KPIs) in the first user metadata using an intelligent visualization configuration. The processor is configured to use the intelligent visualization configuration to generate a first visual representation of the identified KPIs.