A system and method for retrieving and writing data based on data write latency. The system may include a switchboard configured to connect to a beacon integrated into an end user application stored on a computer, a customer configuration database, and one of a plurality of infrastructure pools chosen based on the customer configuration database. The switchboard receives extracted data from the beacon and writes the extracted data to the chosen infrastructure pool. The method may include receiving a connection from a beacon, connecting to and retrieving customer configuration data from a customer configuration database, transpiling a data retrieval code based on the retrieved customer configuration data; transmitting the data retrieval code to the beacon, connecting to one of a plurality of infrastructure pools, receiving extracted data from the beacon and writing the extracted data to the infrastructure pool.