Convalesce

Convalesce self-heals your data infrastructure. Agents pick up a failed run, trace its blast radius, and return a fix with the evidence behind it.

Agents pick up the failed run, trace its blast radius, and open a pull request with the fix and the evidence. Convalesce collects the evidence, works out the cause, and sends your team a fix they can check. A diagram of a data stack: sources feed an orchestrator, then a warehouse, then transformations, then dashboards. Convalesce's integration records the failed run: the exception, the task state, and what else was running at the time.