Convalesce

Convalesce is building the self-healing layer for data infrastructure. When production data workflows fail, it reconstructs context across systems, identifies the likely root cause, determines the safest recovery action, and verifies that the workflow is healthy again. We start with human-approved fixes and progressively automate recovery as trust grows. Failure recovery is the first step toward our larger vision: an autonomous data engineer that can increasingly operate, maintain, and recover production data systems on its own.