Datagaps is recognized as a Specialist in the Data Pipeline Test Automation category by Gartner.

Menu Close
Request a Demo

BI Validator

Smarter BI Validation For Power BI, Tableau, Oracle Analytics – Accelerated by AI Agents.
Start a Free Trial
Request a Demo
Datagaps BI Validator

Benefits of BI Report Testing Automation using BI Validator

Ensure BI report accuracy and performance with automated regression, cross-platform validation, and security checks – enhancing reliability and reducing risk across dashboard environments.

Better Decisions

Reliable reports result in better decisions that impact the bottom line for organizations

Higher Adoption

Testing automation improves trustworthiness of the reports and results in better adoption

$

Cost Reduction

Testing Automation minimizes the need for human intervention and thus the time and the money it takes to deliver quality

Key Features of BI Validator

Automated Testing of Upgrades & Migrations

Regression testing of Report UI & Data

Baseline and automatically compare reports to identify data and UI differences.

Compare different environments

Easily test reports, data and dashboards from UAT, Development and Production environments.

No code Testing

Integrates with the BI tools making it easy to automate BI testing. It uses the BI tool metadata to completely eliminate the need for custom programming.

→ Talk to an Expert
PDF and Image Comparison Bi Validation
Functional Testing of New Deployments

Functional Testing of New Deployments

Identify differences between Report & SQL output

Build trust in the reports by comparing the report data (actual) with the SQL Query output (expected).

Filters & Parameters Testing

Automatically retrieve Filters and Parameters making it easy to test the values displayed in a filter and apply them before running the reports.

Compare Summary to Detail report data

Compare aggregate metrics in a summary report with data in a detailed report.

→ Talk to an Expert

Performance & Stress testing of BI Reports

Performance testing of BI dashboards

Monitor dashboard and report performance periodically in production environment. Capture performance metrics while applying filters and parameters.

Stress testing of BI dashboards

Simulate concurrent user load and gather performance statistics with varying user loads. Identify performance bottlenecks in your BI environment.

→ Talk to an Expert
Performance Testing BI
Wizard-Based Test Creation

Easy Wizard-Based Test Creation

Bulk creation of Test Cases

Create hundreds of tests with a single drag and drop of your project folders instead of creating one test at a time.

Embedded Browsers to simplify Test creation

Create your tests by making filter and parameter selections in an embedded browser.

Enterprise Collaboration

Test results are automatically stored in a central repository for sharing and better collaboration between the team members.

→ Talk to an Expert

Enables Continuous Integration For BI

Integrates with CI/CD tools such as Jenkins & GitLab

BI Validator provides a command line interface and REST API for kicking off test plans. Customers can use this interface to execute tests automatically from Jenkins or GitLab.

Scheduling and Email Notifications

Test plans can be scheduled and key stakeholders are automatically notified by email.

→ Talk to an Expert
Enables Continuous Integration

Agentic AI for BI Validation

Proactive Defect Prevention

Detects drift and inconsistencies in BI reports before they impact users.

AI-Powered Test Maintenance

Keeps BI test cases up-to-date as schema or report structures evolve.

Smarter Debugging

Explains BI validation failures in simple language for faster troubleshooting.

Supported BI Platforms

BI Validator – BI Testing Tool to automate the testing of the following BI Platforms: Oracle Analytics, Power BI & Tableau

Oracle Analytics - BI

Explore more

Tableau - BI

Explore more

MS Power BI

Explore more

Case Studies

Our clients receive great value from our data validation solutions

How a Pharma Leader Automated Tableau Testing for Reliable Reports and Lower QA Costs

How a Pharma Leader Automated Tableau Testing for Reliable Reports and Lower QA Costs

Download Case Study
Snowflake Data Vault for Asset Management

End-to-End Data Assurance Journey of an Asset Management Firm

Download Case Study
Global Research Firm Data validation with DataOps Suite

Global Research Firm Enhances Data Validation with DataOps Suite

Download Case Study

Customer Testimonial

Marton Lasetzky Engineering Manager at TaxRetail
Trax Retail Customer

Trax Retail Customer on Datagaps BI Validator

❝ Previously, discrepancies across reports led to slow decision-making. With standardized metrics and consolidated data sources, teams can act confidently.❞

— Marton Lasetzky

Engineering Manager
Video
“ The ETL validator tool provides an intuitive interface and a strong Datagaps partnership. It ensures 100% data validation, cost-effectiveness, and boosts productivity with responsive support. “
Michael Lucas
Michael LucasApplications Programmer 3 - CNPRC
“ Building strong customer relationship and implementing innovative solutions is the core value we follow. Here’s what our customers around the global think of Datagaps.handouts.“
Ajit Oak
Ajit OakDirector, Head of Business Intelligence - Broadcom
“ The ETL validator tool provides an intuitive interface and a strong Datagaps partnership. It ensures 100% data validation, cost-effectiveness, and boosts productivity with responsive support. “
Michael Lucas
Michael LucasApplications Programmer 3 - CNPRC
“ Building strong customer relationship and implementing innovative solutions is the core value we follow. Here’s what our customers around the global think of Datagaps.handouts.“
Ajit Oak
Ajit OakDirector, Head of Business Intelligence - Broadcom

Signup for a free trial of BI Validator

Reduce your data testing costs dramatically with BI Validator- Get your I4 days free trial now.

Sandbox Signup

BI Validator Resources

Try BI Validator free for 14 days or contact us for a demo.

14 Days Free Trial

Datasheet

Use Cases

Documentation

FAQs

Support

FAQ's about BI Validator

What are AI agents in BI Validator and how do they enhance BI testing?

AI agents in BI Validator are intelligent components that proactively assist with BI validation tasks. They help detect anomalies, maintain test relevance as BI environments evolve, and explain validation failures in simple language—making the testing process smarter and more efficient.

How do AI agents help with test maintenance in BI Validator?

AI agents automatically update test cases when there are changes in report structures or database schemas. This reduces manual effort and ensures that validation remains accurate and aligned with the latest BI configurations.

How does BI Validator streamline BI testing?

BI Validator simplifies BI testing by providing a no-code platform for automated BI report testing. It enables seamless regression, stress, and performance testing, making the process faster and more reliable.

What is BI Validator?

DataOps Suite BI Validator is a cutting-edge BI automation testing tool designed for comprehensive BI validations. It automates BI reports and BI dashboard testing, ensuring accuracy and efficiency in BI environments.

Can BI Validator be used for testing Power BI reports?

Absolutely. BI Validator can handle test automation for Power BI reports, ensuring that your Power BI dashboards and reports function correctly and efficiently.

Is BI Validator suitable for automated testing of BI dashboards?

Yes, BI Validator excels in automated testing of BI dashboards, providing tools to validate data integrity, performance, and user experience across different BI platforms.

What types of testing can BI Validator perform?

Datagaps BI Validator can perform various tests, including functional, regression, stress, and performance tests, making it a versatile choice for BI validations.

How does BI Validator ensure the accuracy of BI reports?

BI Validator ensures the accuracy of BI reports by automating the comparison of report outputs to baseline data, detecting discrepancies, and validating data sources and transformations.

Can BI Validator handle complex BI Dashboards?

Absolutely. BI Validator is designed to handle complex BI dashboards, allowing users to validate intricate data interactions and visualizations effectively.

How does BI Validator contribute to BI report testing efficiency?

By automating repetitive and time-consuming tasks in BI report testing, BI Validator significantly increases efficiency, reduces error, and speeds up the testing cycle.

What is BI Testing?

BI Testing is the process of validating the data, performance, and functionality of business intelligence reports to ensure they are accurate and reliable before they are deployed for business decision-making.

How to Automate BI Testing?

Automating BI Testing involves using specialized tools that perform automated data validation, load testing, and functional checks, which streamline the testing process and reduce room for error.

Blogs/Videos

BI Testing Framework for Enterprise Analytics

BI Testing Framework for Enterprise Analytics: How to Scale Testing Across Modern Analytics Platforms

Hidden Cost of BI Testing for Modern Analytics teams Blog Banner

Hidden Cost of BI Testing for Modern Analytics teams 

BI Testing Challenges in MultiSource Environments and a Framework to Fix Them Blog Banner

BI Testing Challenges in MultiSource Environments and a Framework to Fix Them

DataOps Suite and Source Connections
Advanced Power BI Testing Automation Tool
Tableau Report Reliability with Stress, Functional and Regression Testing

BI Validator – Try it FREE for 14 days

DataOps Suite – BI Validator can help automate testing of your Tableau, Oracle Analytics, Cognos Analytics, Microsoft Power BI projects.

→ Talk to an Expert
×