anomalo.com

AI Monitor & Report Builder AI Log Management AI Data Mining
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Introduction: Anomalo’s automated AI ensures rapid detection, root cause analysis, and resolution of data quality issues, enabling quick mitigation before impacting your operations.
Added on: Jan 21, 2025
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anomalo.com

What is anomalo.com

Anomalo is a data quality software that leverages AI to continuously monitor enterprise data, ensuring high data quality without requiring any coding. It integrates seamlessly with data lakes and warehouses, providing automated anomaly detection, custom validation rules, and detailed root cause analysis to maintain data integrity.

How to Use anomalo.com

  1. Connect your data sources: Pair Anomalo with your enterprise data lake/warehouse in one click. To monitor data in transit, connect Anomalo to data orchestrators and ETL tools.
  2. Turn on AI data quality monitoring: Start detecting potential data quality issues across all your tables automatically. Unsupervised machine learning deeply understands your data, including hidden correlations, expected delivery times, and seasonal changes.
  3. Add validation rules and KPIs: Beyond the built-in checks, it’s easy for everyone to add custom data validation rules and track key metrics with a no-code UI or API.
  4. Detect, alert, and resolve: Quickly address data quality issues with Anomalo’s notifications, automated root-cause analysis, and data lineage.

Use Cases of anomalo.com

Anomalo is designed for enterprises that need to ensure data quality across large-scale data environments. It is particularly useful for organizations that rely on accurate data for analytics, machine learning, and business operations. The software helps in identifying and resolving data quality issues before they impact business outcomes.

Features of anomalo.com

  • Powerful data quality checks

    Uses unsupervised machine learning to monitor data values, automatically identifying missing, late, incomplete, and anomalous data.

  • Automated Root Cause Analysis

    Provides detailed analysis of data issues, including severity, impact, and likely cause, saving hours on investigation.

  • Built for Enterprise Scale

    Effortlessly monitors thousands of tables and billions of records with cost-effective, secure, and scalable solutions.

  • Custom Validation Rules

    Allows users to define and track specific business metrics and validation rules without writing code.

FAQs from anomalo.com

1

What types of data quality checks does Anomalo offer?
Anomalo offers a suite of data quality checks, including data observability checks, automated data quality checks, and custom validation rules. These checks monitor table metadata, sample and inspect data values, and track key metrics to ensure data quality.
2

Can Anomalo handle large-scale data environments?
Yes, Anomalo is built for enterprise scale, capable of monitoring thousands of tables and billions of records efficiently. It offers cost-effective, secure, and scalable solutions for large data environments.
3

Does Anomalo provide data lineage information?
Yes, Anomalo provides data lineage information for each monitored table, showing how data flows upstream and downstream. This helps in diagnosing data issues and understanding the impact of any failures.
4

Is Anomalo suitable for compliance and data governance?
Yes, Anomalo’s data quality monitoring is essential for compliance and data governance. It ensures that data is accurate, consistent, and reliable, which is crucial for regulatory compliance and data-driven decision-making.