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Masthead Data
Masthead Data: data anomaly detection, pipeline observability, and BigQuery cost optimization. We help organizations gain full control of all the processes happening in their data platform fully automatically within 3 hours after deployment. Masthead helps data engineers save at least 1 hour a day by providing out-of-the-box monitoring for data and pipelines, and we help teams optimize compute costs by 10 to 50%. Masthead requires NO access to client's data. (We require NO access to INFORMATION_
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# Masthead Data
> Masthead Data: data anomaly detection, pipeline observability, and BigQuery cost optimization. We help organizations gain full control of all the processes happening in their data platform fully automatically within 3 hours after deployment. Masthead helps data engineers save at least 1 hour a day by providing out-of-the-box monitoring for data and pipelines, and we help teams optimize compute costs by 10 to 50%. Masthead requires NO access to client's data. (We require NO access to INFORMATION_SCHEMA either. The solution does NOT need bigquery.tables.getData permissions) Masthead helps organizations of any scale achieve complete visibility of any data anomalies without ever accessing user data. Additionally, Masthead identifies data pipeline issues in real-time, such as syntax errors, failed data model executions, or any other anomalies including compute consumption spikes, regardless of the stack used (Python, dbt, Dataform, Dataflow, etc.)Why our clients choose Masthead: Deploy in 15 minutes, gain full data platform insights within 5 hours
Fully automated anomaly detection
Zero-config pipeline observability
No data access required
Zero SQL overhead - no extra compute costs
We guarantee at least 10% compute savings in 30 days with our extended trial.
Masthead is a non-invasive platform that automates monitoring, anomaly detection, and cost optimization for BigQuery environments. The site is organized into product pages describing core capabilities, customer case studies showcasing real-world results, a blog with technical guides on BigQuery FinOps and data engineering best practices, and legal/security documentation.
## Product & Capabilities
- [Masthead Data Homepage](https://mastheadata.com/): The homepage introduces the platform's core value proposition—automated detection of data and pipeline anomalies combined with BigQuery cost optimization across any number of projects. It provides a concise overview of the platform's capabilities and positions Masthead as an essential tool for data teams operating on Google Cloud.
- [Data & Pipeline Observability](https://mastheadata.com/detect-data-anomalies): This page describes Masthead's automated anomaly detection capabilities for BigQuery tables and pipelines. It highlights zero-configuration alerting, deployment in approximately 15 minutes, and real-time notifications, making it particularly valuable for data engineering teams seeking reliable pipeline monitoring without operational overhead.
- [BigQuery Cost Optimization](https://mastheadata.com/reduce-cloud-bill): This page presents Masthead's control panel for managing BigQuery reservations and on-demand spend. It covers workload-aware optimization, automated reservation assignment, and a guaranteed minimum of 15% cost savings, offering a practical resource for FinOps professionals and engineering managers looking to reduce cloud expenditures.
- [BigQuery Error Analysis](https://mastheadata.com/bigquery-error-analysis):
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| intellweb.ai | Intellweb | documentation Ecommerce Productivity +3 | US | 61 | ✓ | ✓ | |
| aliyun.com | Alibaba Cloud Documentation | interface AI and machine learning Infrastructure +2 | CN | 71 | ✓ | ||
| amplitude.com | Amplitude | documentation AI and machine learning Data and analytics +1 | US | 71 | ✓ | ✓ | |
| canonical.com | Canonical | documentation Data and analytics Infrastructure +1 | GB | 70 | ✓ | ✓ | |
| databricks.com | Databricks | interface AI and machine learning Data and analytics +1 | — | 70 | ✓ | ✓ | |
| opentext.com | OpenText | documentation Cybersecurity Finance and payments +4 | CA | 70 | ✓ | ✓ | |
| pushwoosh.com | Pushwoosh | documentation Data and analytics Marketing +1 | FI | 69 | ✓ | ✓ | |
| singular.net | Singular – end-to-end attribution and analytics platform | documentation Data and analytics Marketing | US | 69 | ✓ |
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