The move to the modern data stack is often stemmed by the realization that data is not used to its fullest potential. Telmai works as a single layer on your entire data pipeline, monitoring data from structured sources such as data warehouses or delta lakes, streaming data, data ingested from data lakes and cloud storage systems, or coming from API calls. With a centralized observability layer, your modern data stack operates to its fullest potential.
Telmai monitors data itself, its content and values. This is complementary to the infrastructure observability metrics provided by cloud data warehouses, data lakes, and delta lakes such as scheduled job statuses, current running jobs, start and finish run times, number of API calls, and other operational metrics.
Telmai’s architecture decouples its compute layer from the underlying operational databases and data warehouses, providing you with monitoring capabilities without slowing your operational databases.