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End-to-End Data Validation Made Simple
Enhance data accuracy and streamline testing with an automated platform designed for effortless validation and consistency
User-Friendly, Code-Free Testing Framework
Simplify data testing with an intuitive, low-code/no-code interface, enabling faster execution and minimal manual effort
Comprehensive Validation Across Diverse Data Sources
Ensure seamless data integrity across databases, cloud platforms, big data, and structured/unstructured formats with robust automation
Comprehensive Accuracy Checks
Verify data integrity across ingestion, transformation, and integration processes
Streamlined
Validation
Automate rule-based testing to reduce manual effort and errors
Scalable
Verification
Adapt to large datasets and complex workflows with ease
Instant
Feedback
Receive real-time validation insights for swift decision-making
Seamless Connectivity Across Data Sources
Vexdata seamlessly integrates with Data Warehouses, Data Lakes, relational databases, NoSQL, ERP, CRM systems, and flat files, supporting both standard and custom formats such as EDI, HL7, and FHIR
No-Code/Low-Code Test Automation
Simplify ETL validation with an intuitive, drag-and-drop interface that eliminates manual query writing, allowing both technical and non-technical users to automate ELT testing efficiently
AI-Driven Data Accuracy Checks
Validate data of any size and complexity at scale with our continuously evolving algorithms, designed to simplify real-time data validation and ensure consistency across your data pipelines
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key Features
Parallel Execution & High-Performance ELT Testing
The Vexdata engine maximizes compute efficiency by executing jobs in parallel based on resource availability. It scales up intelligently to meet demand, ensuring high-performance ETL testing at any scale
Automated Schema & Metadata Validation
Detect structural changes, schema mismatches, and metadata modifications automatically, across environments for structured tables and flat files
Smart Baselining & Regression Testing
Enable automated incremental testing for Slowly Changing Dimensions (SCD), data snapshots, and baselining to ensure ETL changes do not introduce errors
Comprehensive Query & Visual Test Builder
Define test cases using an intuitive UI or advanced SQL query builder, ensuring flexibility in testing methodologies while reducing manual effort
Merge data from multiple sources
Seamlessly merge and validate data across multiple sources with Vexdata. For example, effortlessly connect CSV files, Oracle databases, and Snowflake to ensure data accuracy and integrity
Real-Time Alerts & Dashboards
Monitor ETL test results in real-time with actionable insights, proactive anomaly alerts, and historical trend analysis to ensure continuous data integrity
FAQ : Data Validation
Data Validation
Ensure trusted analytics with automated data validation across ingestion, transformation, migration, and reporting stages. Vexdata validates schema accuracy, data completeness, and field-level consistency—eliminating human error and manual QA efforts.
⚙️ Key Capabilities
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Source-to-target data validation
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Schema drift and mapping checks
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Flat file (CSV, JSON, XML) validation
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ETL/ELT pipeline testing
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Automated anomaly and duplicate detection
📈 Why It Matters
Reliable data validation prevents costly errors in BI dashboards, reporting, and decision-making. With AI-powered automation, Vexdata reduces validation time, improves data accuracy, and ensures confidence at scale.
💡 Common Use Cases
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Data migration verification (e.g., Oracle → Snowflake)
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Cloud data validation (AWS, Azure, GCP)
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BI & Reporting validation (Power BI, Tableau)
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Insurance & MGA data standardization
🔍 Top Searches & Keywords
Data validation platform | ETL testing tools | Data quality automation
Schema validation | Flat file testing | Data integrity checks
Data migration testing | Real-time data monitoring | Data QA software