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DataOps Suite

Unified platform for
end-to-end data testing

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ETL Validator +

Data Quality Monitor

Automate data pipeline testing
and data quality checks

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BI Validator

Validate BI reports
and dashboards

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Unified platform for
end-to-end data testing
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Transformation Testing checked-icon
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Automate data pipeline testing
and data quality checks
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BI Functional Testing checked-icon
Transformation Testing checked-icon
Data Reconciliation checked-icon
Data Quality Monitoring checked-icon
Data Profiling checked-icon
Mapping Manager checked-icon
Metadata Testing checked-icon
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Validate BI reports
and dashboards
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Expert Service Plans

License Flexibility across user types

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Enhance your subscription with additional coverage and expert assistance.

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On-demand access to Product SMEs via flexible hourly packages with defined validity periods.

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Frequently Asked Questions

Is there a free trial for the DataOps Suite?

Yes. A 14-day free trial is available and can be extended by an additional 14 days upon request.

How many users are included?

A minimum of 4 users is required. There is no maximum limit on the number of users.

What is the minimum contract term?

The minimum contract term is a one-year subscription.

Are onboarding or maintenance fees required?

No mandatory onboarding or maintenance fees are required. Optional expert services are available if needed.

Can users be added mid-subscription?

Yes. Users can be added at any time during the subscription period.

Why choose the DataOps Suite instead of individual products?

The DataOps Suite provides end-to-end data, AI, and analytics validation at a lower bundled price compared to purchasing individual products separately.

Are there limits on data sources or data volume?

No. There are no limits on supported data sources or data volume.

Can one license be used across dev, test, and prod environments?

Yes. Licenses apply across development, testing, and production environments.

Can multiple BI platforms be validated?

Yes. Multiple BI platforms are supported. Additional charges may apply depending on usage.

Is support included?

Yes. Standard support during business hours is included.

Are there additional hardware costs?

Hardware requirements depend on deployment scale and test coverage.

Do you offer concurrent licenses?

Yes. Both named-user and concurrent license models are available.

How can a Product SME support our use of the DataOps suite?

A Product SME can help by:

  • Configuring your DataOps suite to match your environment
  • Creating solid test cases and test plans for different scenarios
  • Training and supporting your team in building and managing tests
  • Integrating the DataOps suite into your CI/CD pipeline
  • Assisting with upgrades, backup, and recovery of the DataOps suite
  • Working with the product development team to provide guidance for complex scenarios

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Data Quality Monitor

Continuously assess, score, and improve your enterprise data quality using rule-based and AI-powered validation
Automated Data Quality Checks at Scale

Validate uniqueness, completeness, domain accuracy, and detect orphan records.

AI-Driven Anomaly Detection and Alerts

Identify data drift and outliers using ML-based statistical methods and IQR-based profiling.

Low-Code Rule Configuration with Data Rule Wizard

Create and deploy validation rules quickly without coding, even across large datasets.

Graphical Scoring and Monitoring Dashboard

Visualize data quality trends across models, tables, and records with actionable insights.

CI/CD and Cloud Integration Ready

Enable continuous validation across pipelines using integrated APIs and DevOps compatibility.

Test Data Manager

Generate high-quality synthetic test data securely while maintaining regulatory compliance with HIPAA, GDPR, and CCPA
AI-Powered Synthetic Test Data Generation

Automatically create realistic data based on patterns in production while masking PII/PHI.

Reduced Cost and Time for Test Data Preparation

Eliminate manual rule-writing and speed up test readiness for complex use cases.

Support for Diverse Data Formats and Models

Generate millions of records in JSON, XML, CSV, relational, or hierarchical formats.

Secure, Policy-Driven Data Masking

Ensure sensitive fields are protected using deterministic, reversible, or random masking.

Flexible Deployment Across Cloud or On-Prem

Deploy within your secure environment and integrate into automated pipelines seamlessly.

ETL Testing

Maximize the efficiency, quality, and reliability of your data pipelines through intelligent automation, validation, and scalability.
100% Data Validation Across Pipelines

Validate billions of records using Spark-powered parallel execution across on-prem and cloud sources.

Accelerated Migration and QA Cycles

Reduce migration testing time by up to 60% and QA costs by 30% with automated workflows.

Automated Metadata and Transformation Testing

Detect schema mismatches and ensure business rules are correctly applied via AI-assisted validation.

Seamless Collaboration and Governance

Enable role-based access, ALM integration, and shareable web reports to unify cross-team efforts.

Low-Code/No-Code Test Creation with AI

Empower both technical and business users to build, schedule, and execute validations using prompt-based automation.

BI Validator

Ensure accuracy, performance, and security of your Business Intelligence dashboards and reports across platforms like Tableau, Power BI, and Oracle Analytics
Automated Regression Testing Across BI Reports

Detect broken visuals or logic changes post-upgrade and data refreshes.

Cross-Platform Validation of Reports and Dashboards

Compare visuals and data across environments and BI tools with zero manual effort.

Performance and Load Testing for BI Assets

Simulate concurrent user access to measure response times and report load failures.

Access and Security Validation

Ensure only authorized groups have access to the correct records and reports.

Aesthetic and Metadata Change Detection

Identify formatting inconsistencies, filter changes, and layout drift with each release.

Products

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DataOps Suite

Intelligent Data Validation and Analytics Testing Platform with Agentic AI.

ETL Validator automated ETL testing tool

ETL Validator

Automated Data Validation and ETL Testing with Agentic AI.

BI Validator automated BI testing tool

BI Validator

Smarter BI Validation For Power BI, Tableau, Oracle Analytics – Accelerated by AI Agents.

Data Quality Monitor software

DQ Monitor

Proactive Data Quality with Agentic AI – Predict, Prevent, Govern.

Test Data Manager software

Test Data Manager

Generate compliant and realistic test data for all your testing needs, enabled by Agentic AI.

Solutions

Use Case

Data Migration Testing
Data Observability
Data Reconciliation
Data Quality Testing
Compliance
APCD Solutions

Cloud

Snowflake
Databricks
Azure Synapse
Salesforce
APCD Solutions

Analytics

Power BI
Tableau
Oracle Analytics

Industry

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Financial Services
Life Sciences
Retail
Higher Education
Compliance Solutions
Datagaps DataOps Data Observability Tool

Data Observability

Data Reconciliation tool

Data Reconciliation

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