Monitoring and alerting for data quality, drift, and performance in the lakehouse
~$12,000/yr est.
Real-time
1
1
Freshness
Recently enriched
Complete
81%
API
API Available
Offering: A unified cloud-based platform for data engineering, data warehousing, machine learning, and generative AI development built on an open-source storage foundation.
Best for: Data engineering and data science teams building scalable AI/ML pipelines and unified analytics architectures.
Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$12,000/yr est.
Request a sample directly from Databricks U.K Limited.
A Multivocal Review of MLOps Practices, Challenges and ...
... data drift. Databricks Lakehouse Monitoring [ 114 ] maintains inference tables with request-response data to detect data and model drift.
A Multivocal Review of MLOps Practices, Challenges and ...
... data drift. Databricks Lakehouse Monitoring [ 114 ] maintains inference tables with request-response data to detect data and model drift.
Introduction to Databricks Lakehouse monitoring
Databricks Lakehouse Monitoring, currently on preview, stands out as one of the tools organizations can benefit to incorporate statistics and quality metrics.
Expected fields and columns in this data product
Lakehouse Monitoring is a data engineering data product offered by Databricks U.K Limited, available on discovery. Data is updated real-time. API access is available for programmatic integration. Vedex estimates pricing at roughly $12,000/yr (an estimate, not a vendor-published price).
Monitoring and alerting for data quality, drift, and performance in the lakehouse