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Metaplane

Data observability platform that helps data teams know when things break, what went wrong, and how to fix it, now by Datadog.

Introduction

Metaplane is a data observability platform designed for modern data teams. It helps to proactively identify, understand, and resolve data quality issues before they impact business operations.

Key Features:

  • Automated Monitoring: Automatically detects anomalies and data quality issues using machine learning, accounting for seasonality and trends.
  • Data Lineage: Provides end-to-end column-level data lineage, offering a complete view of the data stack from source to BI tools.
  • Data CI/CD: Prevents data quality issues by running automated regression and impact tests in pull requests.
  • Data Insights: Helps optimize data usage by identifying how data is being used, by whom, and how frequently.
  • Automated Alerts: Delivers targeted notifications with contextual information to facilitate quick issue resolution.
  • Integrations: Connects with various data warehouses (Snowflake, BigQuery, Redshift), ingestion tools (Fivetran, Airbyte), transformation tools (dbt), and BI tools (Looker, Tableau).

Use Cases:

  • Proactive Issue Detection: Identify and resolve data quality issues before they affect business-critical dashboards and reports.
  • Streamlined Incident Management: Reduce the time to detect and resolve data incidents with automated alerts and contextual information.
  • Improved Data Trust: Increase confidence in data by ensuring data quality and accuracy across the entire data pipeline.
  • Efficient Data Engineering: Optimize data pipelines and reduce data debt by identifying and addressing inefficient data usage patterns.
  • Secure Data Operations: Maintain data security and compliance with enterprise-grade security features and read-only access.

Alternatives

  • Datadog

    Datadog offers comprehensive monitoring and analytics, including data observability features, making it a strong alternative, especially now that it owns Metaplane.

  • Monte Carlo

    Monte Carlo provides end-to-end data observability, focusing on data quality monitoring and incident resolution across the data pipeline.

  • Acceldata

    Acceldata offers a data observability platform that helps optimize data infrastructure performance and reliability.

  • New Relic

    New Relic provides full-stack observability, including infrastructure, application, and data monitoring, for comprehensive insights.

  • Dynatrace

    Dynatrace offers AI-powered observability, providing automated monitoring and insights into application and infrastructure performance.

  • Sentry

    Sentry focuses on application monitoring and error tracking, helping developers identify and resolve issues in real-time.

  • Splunk

    Splunk provides a comprehensive platform for data analytics and security, including monitoring and alerting capabilities.

  • Bigeye

    Bigeye offers data quality monitoring and anomaly detection, helping data teams ensure data reliability and accuracy.

  • Anomalo

    Anomalo provides automated data quality monitoring, detecting anomalies and ensuring data integrity across various data sources.

  • Great Expectations

    Great Expectations is an open-source data validation tool that helps ensure data quality through customizable tests and assertions.

FAQ

User Reviews

4.8/5.0
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Pricing

Pricing Model: Usage-based

Free

Predictable cost plus powerful and comprehensive coverage that grows with your team.

$0
Free forever

Pro

Predictable cost plus powerful and comprehensive coverage that grows with your team.

Usage-based
Pay for what you use

Enterprise

For enterprise-grade teams who require more support, SSO, and customization.

Custom
Custom

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