Your data quality monitoring solution for MongoDB.
Track and resolve inconsistencies with
schemas, values, and types across records in your collections.
Deep JSON data monitoring
Data Culpa and MongoDB work great together because
Data Culpa understands your structures and schemas over time.
Data Culpa processing scales to thousands of nodes enabling rapid analysis and alerting.
Run Validator in our fully-managed cloud or deploy it to your own.
Know what you have now and how it compares to previous days
Our flexible, asynchronous approach enables you to monitor from anywhere in your pipeline that makes the most sense for your needs: at the ingest, at the output, or somewhere in between.
Flexibility to explore changes in your data, both big and small. Get alerts for the major events and subtle shifts you want to know about. Tackle data drift efficiently and effectively.
View changes over time as well as between individual records and values. Identify inconsistencies with automatically generated visualizations and sophisticated metrics.
Pinpoint what happened and when — with the information you need to address it. Enable other engineers with custom access and visibility.
Load historical records for training in minutes — no waiting weeks for Data Culpa to learn your data.