Datagaps DataOps Suite
Datagaps DataOps Suite is a comprehensive platform designed to automate and streamline data validation processes across the entire data lifecycle. It offers end-to-end testing solutions for ETL (Extract, Transform, Load), data integration, data management, and business intelligence (BI) projects. Key features include automated data validation and cleansing, workflow automation, real-time monitoring and alerts, and advanced BI analytics tools. The suite supports a wide range of data sources, including relational databases, NoSQL databases, cloud platforms, and file-based systems, ensuring seamless integration and scalability. By leveraging AI-powered data quality assessments and customizable test cases, Datagaps DataOps Suite enhances data accuracy, consistency, and reliability, making it an essential tool for organizations aiming to optimize their data operations and achieve faster returns on data investments.
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iceDQ
iceDQ is the #1 data reliability platform offering powerful, unified capabilities for Data Testing, Data Monitoring, and Data Observability. Designed for modern data environments, iceDQ automates complex data pipelines and data migration testing to ensure accuracy, integrity, and trust in your data systems. Its AI-based observability engine continuously monitors data in real-time, quickly detecting anomalies and minimizing business risks.
With robust cross-platform connectivity, iceDQ supports seamless data validation, data profiling, and data reconciliation across diverse sources — including databases, files, data lakes, SaaS applications, and cloud environments. Whether you're migrating data, ensuring ETL/ELT process quality, or monitoring live data streams, iceDQ helps enterprises deliver high-quality, reliable data at scale. From financial services to healthcare and beyond, organizations rely on iceDQ to make confident, data-driven decisions backed by trusted data pipelines.
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QuerySurge
QuerySurge leverages AI to automate the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Apps/ERPs with full DevOps functionality for continuous testing.
Use Cases
- Data Warehouse & ETL Testing
- Hadoop & NoSQL Testing
- DevOps for Data / Continuous Testing
- Data Migration Testing
- BI Report Testing
- Enterprise App/ERP Testing
QuerySurge Features
- Projects: Multi-project support
- AI: automatically create datas validation tests based on data mappings
- Smart Query Wizards: Create tests visually, without writing SQL
- Data Quality at Speed: Automate the launch, execution, comparison & see results quickly
- Test across 200+ platforms: Data Warehouses, Hadoop & NoSQL lakes, databases, flat files, XML, JSON, BI Reports
- DevOps for Data & Continuous Testing: RESTful API with 60+ calls & integration with all mainstream solutions
- Data Analytics & Data Intelligence: Analytics dashboard & reports
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IRI Voracity
Voracity is the only high-performance, all-in-one data management platform accelerating AND consolidating the key activities of data discovery, integration, migration, governance, and analytics. Voracity helps you control your data in every stage of the lifecycle, and extract maximum value from it.
Only in Voracity can you:
1) CLASSIFY, profile and diagram enterprise data sources
2) Speed or LEAVE legacy sort and ETL tools
3) MIGRATE data to modernize and WRANGLE data to analyze
4) FIND PII everywhere and consistently MASK it for referential integrity
5) Score re-ID risk and ANONYMIZE quasi-identifiers
6) Create and manage DB subsets or intelligently synthesize TEST data
7) Package, protect and provision BIG data
8) Validate, scrub, enrich and unify data to improve its QUALITY
9) Manage metadata and MASTER data.
Use Voracity to comply with data privacy laws, de-muck and govern the data lake, improve the reliability of your analytics, and create safe, smart test data
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