Convalesce

Convalesce is a software solution designed to automate data infrastructure recovery. Existing tools alert companies when there's a problem with a production data workflow, but the recovery process is often complex. It requires manual analysis by engineers to understand the issue, identify the cause, decide on a solution, and restore the workflow. This is labor-intensive and relies heavily on experienced engineers.

Convalesce streamlines this process. When a breakdown occurs, the software gathers relevant information, identifies the likely cause, determines the best recovery action, and confirms the workflow is functioning correctly. Initially, Convalesce uses human-approved fixes, giving engineers control. As it learns and gains trust, it can independently resolve common, low-risk failures.

Convalesce aims to become an autonomous data engineer, independently operating, maintaining, and recovering production data systems. It strives to be part of an infrastructure that monitors, understands, and responds to occurrences, and restores itself.