Metaplane
FreemiumData observability for modern data teams
工具信息
什么是 Metaplane？
Metaplane is a data observability platform that helps data teams monitor data quality, lineage, pipeline health, usage, and data changes across modern data stacks. It is designed to help identify and resolve silent data quality issues before they affect the business.
核心功能
Data quality monitoring
Add and configure monitors without writing code, including monitors for different dimensions within a table.
Column-level lineage
Map data flows from source systems through the data stack to business intelligence tools without manual setup.
Anomaly detection
Use machine learning that accounts for seasonality and trends when identifying potential data issues.
Data CI/CD
Run automated regression and impact tests in pull requests to help prevent data quality issues when merging changes.
Downstream impact analysis
Forecast downstream tables and dashboards that may be affected by code changes and compare production data changes with pull request branches.
Data insights
Analyze how data is used, including by whom, where, and how frequently, to help reduce data debt and prioritize useful queries.
Automated alerts
Send targeted notifications with context to help data and business stakeholders resolve issues quickly.
Job and schema monitoring
Monitor data jobs for pipeline latency issues and increase awareness of schema changes across the data team.
使用场景
- #1
Data incident detection
Identify silent data quality issues and notify teams when data incidents occur.
- #2
Data pipeline visibility
Trace data from source systems through transformations and warehouses to business intelligence usage.
- #3
Data change validation
Evaluate regression, impact, and downstream effects before merging data-related code changes.
- #4
Data usage optimization
Understand data usage patterns to reduce data debt and prioritize frequently used queries and objects.
- #5
Stakeholder alerting
Provide targeted notifications and issue context to data and business stakeholders.
定价方案
The official source offers a free starting option and describes usage-based pricing that scales with usage, including enterprise pricing.
替代工具
常见问题
What is Metaplane?
What does Metaplane help data teams do?
Does Metaplane offer data quality monitoring without code?
Does Metaplane provide data lineage?
Does Metaplane support data CI/CD?
How does Metaplane detect anomalies?
What pricing model does Metaplane use?
Which data tools does Metaplane integrate with?
Metaplane 联系方式与社交媒体
- 公司Datadog
- 支持邮箱
- 网站：