What is Masthead?
Masthead provides comprehensive data platform reliability solutions for Google Cloud environments, with a primary focus on BigQuery optimization. The platform enables automated monitoring of data pipelines and detection of anomalies while maintaining data privacy through a log-based approach that doesn't access actual data content.
It offers visual data lineage across projects, automated anomaly detection for tables and pipelines, and AI-driven suggestions for SQL and model optimization. The solution helps organizations reduce BigQuery compute costs by 10-50% within 30 days while ensuring data availability and pipeline health across complex data stacks.
Features
- Automated Anomaly Detection: Monitors data freshness, volume, and schema changes using logs only
- Cost Optimization: Reduces BigQuery compute costs by 10-50% through AI suggestions and process optimization
- Visual Data Lineage: Provides column-level lineage visualization across all connected projects
- Pipeline Monitoring: Tracks pipeline health across various technologies including Airflow, Fivetran, dbt, and Python scripts
- Data Dictionary: Maintains comprehensive data dictionaries with cross-project lineage capabilities
Use Cases
- Reducing BigQuery compute costs through automated optimization
- Monitoring data pipeline health across multiple technologies
- Detecting data anomalies and quality issues in real-time
- Visualizing data lineage and dependencies across projects
- Managing data platform costs and monetization for data products
FAQs
-
How does Masthead affect my cloud bill when deployed across thousands of tables?
Masthead does not run SQL against clients' data and operates using logs only, so it does not increase cloud bills at all. -
How long does it take to deploy Masthead?
Deployment takes about 15 minutes, with full data observability achieved within 3 hours after deployment. -
How quickly can Masthead provide data lineage visualization?
Masthead visualizes column-level lineage across all connected projects in 20-30 minutes after deployment. -
Does Masthead access or read my actual data?
No, Masthead operates using logs or metadata only and does not need permissions to read or edit your data.
