Proactive Data Quality Management

Achieve Perfect Data Quality with 4DAlert

In an analytics platform, consistent data loading (often with SLAs) is crucial to meet user expectations. Data load or quality issues can disrupt decision-making. 4DAlert, driven by AI/ML precision, tracks and resolves these challenges by monitoring failure points and providing performance scorecards for each data object, ensuring data quality across your systems.

Data quality scores are generated for each object, offering real-time insights. These scores are displayed through an intuitive dashboard for data engineers, teams, data scientists, and sometimes end-users, ensuring transparency and quick issue resolution.

Key Features

Multiple Keys and Metrics Analysis

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4DAlert scans multiple key metrics like revenue, sales quantity, and discounts simultaneously, detecting abnormalities across all areas to prevent overlooked issues.

Predefined Quality Metrics

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4DAlert automatically applies predefined quality metrics to detect anomalies, ensuring data consistency and reliability without manual intervention.

Enumerated Value Checks

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4DAlert checks that data complies with restricted value sets, like currencies or regions, automatically flagging any discrepancies.

Custom Metrics for Tailored Checks

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4DAlert allows users to create custom metrics through SQL queries, offering flexibility to monitor unique business needs and ensure data quality.

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Value And Outcomes

4DAlert’s Automated Data Quality solution tackles the core challenges of data management. Experience a system that evolves with your business, delivering the speed, accuracy, and reliability you need to stay competitive. Let automation manage the complexity, while you focus on driving growth.

⦿ Trusted Data for Every Decision

Ensures that business reports, analytics, and dashboards are built on accurate, reliable data your teams can confidently use.

⦿ Proactive Issue Resolution

Highlights potential data problems early, enabling teams to take action before they affect business outcomes.

⦿ Consistent Performance Across Systems

Keeps data aligned and dependable across all platforms, so every department works from the same truth.

⦿ Flexible Quality Standards

Adapts to your company’s unique rules and priorities, delivering customized checks that support growth and compliance.

  • icon AI-Powered Anomaly Detection
  • icon Advanced Metric Correlation
  • icon Real-Time Data Integrity Monitoring
  • icon Automated Quality Metrics Customization
  • icon Dynamic Trend Analysis
  • icon End-to-End Data Quality Visibility

Ready to Work, Let's Chat

Explore how 4DAlert leverages AI and ML to automate Data Reconciliation, enhance Data Quality, and provide end-to-end Data Observability for the most complex enterprise environments.

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