Abstract: Systems and methods are disclosed for responsive interfacing and/or metric tracking. A system receives a query through an interface. In some examples, the system modifies the query based on context data and a database schema to include some of the context data and to more closely align with the database schema. The system processes sub-queries associated with the modified query to generate respective responses to aspects of the query, which the system combines to synthesize an output response that answers the query. In some examples, the query identifies a metric to be tracked. The system analyzes datasets based on the metric and query context to identify data types accessible in the datasets and a calculation to calculate the metric using the data types. The system retrieves historical data from the datasets and generates a visualization that tracks the metric across a time period using the historical data and the calculation.

Abstract: Systems and methods are disclosed for responsive interfacing and/or metric tracking. A system receives a query through an interface. In some examples, the system modifies the query based on context data and a database schema to include some of the context data and to more closely align with the database schema. The system processes sub-queries associated with the modified query to generate respective responses to aspects of the query, which the system combines to synthesize an output response that answers the query. In some examples, the query identifies a metric to be tracked. The system analyzes datasets based on the metric and query context to identify data types accessible in the datasets and a calculation to calculate the metric using the data types. The system retrieves historical data from the datasets and generates a visualization that tracks the metric across a time period using the historical data and the calculation.