AI TOOL PROFILE
QuerySurge: Data Testing and Validation Software
- Data and Analytics
- Data Quality
- Enterprise data teams
- ETL developers
- Data architects
- BI analysts
- Operations teams managing large-scale data migrations
Pricing
Pricing was not clearly available from the provided evidence. Trial options include a 1-Day Cloud Trial, 15-Day Trial Download, and 45-Day Proof-of-Concept. Buyers should confirm current pricing on the vendor website.
At a glance
- Best for
- Enterprise data teams, ETL developers, Data architects, BI analysts, Operations teams managing large-scale data migrations
- Key use cases
- ETL Pipeline Validation, Data Migration Testing, BI Report Verification, Continuous Quality Testing, Big Data Validation
- Integrations
- Snowflake, Databricks, Azure DevOps, Jira, AWS Redshift
- Official website
- Visit querysurge official website
How AI is used
QuerySurge is a data testing platform designed to automate the validation of data across an organization's data ecosystem. It supports various data sources, allowing teams to compare data between sources, targets, and reporting layers. The tool includes features to help users perform comparisons without requiring manual SQL coding for every test.
The platform is built for enterprise environments and is intended for data architects, ETL developers, and BI analysts. It helps identify data discrepancies in data warehouses, data lakes, and big data projects, which may help reduce the risk of relying on inaccurate insights.
Capabilities include generative AI-driven test creation and integration into DevOps pipelines for continuous testing. The platform also includes a module for validating the data embedded within BI reports to verify that the presentation layer matches the source data.
Buyers should confirm if their specific data stack is among the supported connectors and determine whether they require the specialized BI Tester or Analytics modules.
Key Features
AI-Driven Test Automation
Uses generative AI to convert data mappings into test suites and a chat interface that converts plain text into SQL tests.
BI Report Testing
A module designed to validate the data within BI reports, supporting regression and migration testing across different BI vendors.
DevOps for Data
Provides over 60 RESTful API calls and CI/CD integration to support continuous data validation in release pipelines.
Broad Data Connectivity
Supports connections to over 200 data sources, including Snowflake, Databricks, Oracle, and various NoSQL and flat file formats.
Query Wizards
Provides a no-code interface for performing column-level, table-level, and row count comparisons.
Data Intelligence Reports
Includes root cause analysis and custom dashboards to visualize testing status and pinpoint data failures.
Use Cases
ETL Pipeline Validation
Automating the comparison of data as it moves from source systems through transformation layers into a data warehouse.
Data Migration Testing
Supporting the verification of data integrity when moving tables between cloud-based solutions or on-premises databases.
BI Report Verification
Verifying that the data displayed in dashboards and reports reflects the underlying data sources.
Continuous Quality Testing
Integrating automated data quality gates into CI/CD pipelines to detect issues in the delivery cycle.
Big Data Validation
Testing datasets across data lakes and NoSQL stores to support data quality.
Integrations
- Snowflake
- Databricks
- Azure DevOps
- Jira
- AWS Redshift
- Google BigQuery
- Power BI
- Tableau
- Excel export
- PDF export
FAQ
What can QuerySurge validate?
- QuerySurge can validate data across data warehouses, data lakes, BI reports, ETL pipelines, and various databases, supporting over 200 different data sources.
Do I need to know SQL to use QuerySurge?
- While it supports custom SQL, QuerySurge provides Query Wizards and AI-driven test creation to help users perform validations without deep SQL programming skills.
How does QuerySurge handle BI reports?
- The BI Tester module allows users to validate business logic in reports, perform regression testing, and verify data across different BI vendors or versions.
What trial options are available for QuerySurge?
- Available options include a 1-Day Cloud Trial, a 15-Day Trial Download, and a 45-Day Proof-of-Concept.
Source category: Data & Analytics
Source subcategory: Data Quality
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