Is Your Machine Learning Model
Processing the Data You Think It Is?
Your business depends on Machine Learning (ML) for transactions and analytics. But data values and schemas can shift unexpectedly, jeopardizing transaction integrity and analytical results.
Data Culpa catches errors before they steer your business off course.
Data Culpa Validator
When you build data pipelines you rely on upstream data sources. Whether those data sources come from another team in your organization or a third party, you need to know if data values or data schemas have drifted in unexpected ways before you process them.
Data Culpa Validator checks the data quality of ingest data — whether in a data feed or in files deposited in a data lake — before you transform and load that data into your processing pipeline. With Validator, you can:
Data Culpa offers Data Quality Intelligence for leading data platforms and common data-processing use cases.