BI Validator is a no-code business intelligence (BI) testing tool designed to automate the validation of reports and dashboards across leading BI platforms such as Power BI, Tableau, and Oracle Analytics. It enables organizations to perform regression, stress, performance, and functional testing, ensuring that BI reports are accurate, reliable, and consistent before deployment. By automating BI testing processes, BI Validator reduces manual effort, minimizes errors, and accelerates delivery cycles for BI solutions.

Key Features

Automated BI Testing Automates validation processes for BI reports and dashboards.

• No-code interface for ease of use by testers and analysts
• Supports regression, stress, performance, and functional testing

Multi-Platform Support Works across leading BI tools and databases.

• Integrates with Power BI, Tableau, Oracle Analytics, Snowflake, Databricks, and more

Textual and Visual Validation Ensures report accuracy by comparing both data and visual output.

• Detects discrepancies in report data and visualizations
• Validates dynamic report elements like filters, slicers, and bookmarks

Data Integrity Verification Confirms that BI reports reflect accurate data from underlying sources.

• Row-by-row and aggregate comparisons between reports and databases
• Identifies missing, duplicate, or mismatched records

Performance and Load Testing Assesses report responsiveness and scalability.

• Measures load times and performance under concurrent user conditions
• Handles large data volumes using Apache Spark

AI-Driven Automation Enhances test efficiency and coverage.

• Uses AI and large language models (LLMs) for test automation and SQL generation
• Summarizes report differences and automates validation logic

CI/CD and Scheduling Integration Supports continuous integration and automated workflows.

• Plugins for CI/CD pipelines and ticketing systems
• Test scheduling, notifications, and real-time reporting

Enterprise Security Validates security and compliance features in BI environments.

• Role-based access control and row-level security validation

Benefits

Improved Data Quality and Trust Ensures BI reports are accurate and reliable for decision-making.

• Reduces risk of errors in analytics and reporting
• Increases stakeholder confidence in BI outputs

Operational Efficiency Automates repetitive and complex testing tasks.

• Minimizes manual intervention and testing costs
• Accelerates BI solution delivery cycles

Comprehensive Test Coverage Validates all aspects of BI environments.

• Covers data, visuals, performance, and security in a unified workflow
• Supports large-scale and enterprise BI deployments