# 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.

Convalesce is a developer tool for data teams. Its agents pick up a failed run, assemble the context around it (lineage, metadata, code, run state), and open a pull request with the fix and the evidence attached. It reads the shape of data (schemas, types, row counts, lineage) all the time, and while investigating a failure may run small read-only queries to confirm a cause: capped, masked, never stored, and switchable off per connection.

## Site

- [Home](https://convalesce.io): Self-healing data infrastructure
- [How it works](https://convalesce.io/#how-it-works): Capture the failure, then Build the context, then Send the fix
- [Context](https://convalesce.io/#context): what the agent can see
- Live integrations: Airflow, Dagster, Prefect, dbt, Spark, Snowflake, Databricks, Postgres, AWS Glue, Amazon S3, Kafka, Great Expectations, Tableau, GitHub, Lineage; coming: BigQuery, Google Cloud Storage, Dataplex, Vertex AI, Looker, Fivetran
- [Use cases](https://convalesce.io/use-cases): The data failures Convalesce investigates, from a renamed column to a number that is wrong while every job is green, and the evidence it gathers for each.
- [Security and data](https://convalesce.io/security): What Convalesce reads, what leaves your environment, what it can change, and the measures that protect your data.
- [Integrations](https://convalesce.io/integrations): The orchestrators, warehouses, lakes, streams and dashboards Convalesce connects to, with a setup guide for each.
- [Blog](https://blog.convalesce.io/): What a data incident looks like from the inside: where the time goes, who waits, and what shortens it, one real failure at a time.
- [Changelog](https://convalesce.io/changelog): What changed in each release of the Convalesce plugins for Airflow, Dagster, Prefect, Great Expectations and Spark.
- [About](https://convalesce.io/about): Why Convalesce exists, what it believes about incidents and evidence, and how it handles your data.
- [Contact](https://convalesce.io/contact): Ask about the product, request an integration, get help with an account, or make a privacy request.
- [Docs](https://docs.convalesce.io): how to connect each tool
- [Full text](https://convalesce.io/llms-full.txt): every section of the site as plain text

## Blog

- [The hour nobody budgets for: what a data incident really costs](https://blog.convalesce.io/what-a-data-incident-really-costs) (2026-10-08): A failed job costs more than the rerun. Most of the bill is the time one engineer spends finding out what happened, and the people who wait while they do.

## Legal

- [Privacy policy](https://convalesce.io/privacy): What personal data Convalesce collects, why, how long it is kept, who it is shared with, and the rights you have over it.
- [Terms of service](https://convalesce.io/terms): The terms that cover your use of Convalesce during the free beta: accounts, acceptable use, your data, and liability.
- [Data processing addendum](https://convalesce.io/dpa): How Convalesce processes personal data on a customer's behalf: roles, subprocessors, security measures, transfers, and deletion.

## Contact

- App: https://app.convalesce.io
- Email: support@convalesce.io
- Privacy questions: privacy@convalesce.io