Azure Database Migration ServiceMicrosoft
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Data Quality Validator (DQV)Kumaran Systems
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Related Products
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About
Easily migrate your data, schema, and objects from multiple sources to the cloud at scale. Azure Database Migration Service is a tool that helps you simplify, guide, and automate your database migration to Azure. Migrate your database and server objects, including user accounts, agent jobs, and SQL Server Integration Services (SSIS) packages all at once. Migrate your data to Azure from the most common database management systems. Whether you’re moving from an on-premises database or another cloud, Database Migration Service supports key migration scenarios such as SQL Server, MySQL, PostgreSQL, and MongoDB. Save time and effort by automating your move to Azure with PowerShell. Database Migration Service works with PowerShell cmdlets to automatically migrate a list of databases. Supports Microsoft SQL Server, MySQL, PostgreSQL, and MongoDB migration to Azure from on-premises and other clouds.
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About
DQV is Kumaran Systems' data quality and testing platform for teams who move, mask, or validate large volumes of data. It compares source and target datasets field by field, flags drift, and generates a mismatch report instead of manual spreadsheet checks.
It covers five areas: field-level comparison with drift detection, migration mapping between schemas, deterministic PII masking, record- and table-level validation with on-the-fly correction, and synthetic data generation for teams without production data to test against.
It connects to SQL Server, Oracle, MySQL, PostgreSQL, AWS, Azure, GCP, flat files, JSON, XML, and REST APIs, and plugs into Informatica, Databricks, and CI/CD pipelines, or runs standalone as a library or CLI tool.
In production, DQV has validated 26.6 million bank records in under 22 minutes. A free trial is available, alongside individual, enterprise, and on-premises licensing.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Companies and individuals requiring a tool to simplify, guide, and automate their database migration to Azure
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Audience
ETL testers, DBAs, developers, functional QA and API testers at enterprises running data migrations, masking PII, or building compliance-grade data pipelines — especially in banking, insurance, telecom, and the public sector.
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationMicrosoft
Founded: 1975
United States
azure.microsoft.com/en-us/services/database-migration/
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Company InformationKumaran Systems
Founded: 1992
United States
kumaran.com/products/dqv/
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Categories |
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Integrations
Amazon Web Services (AWS)
Azure Data Studio
Azure Marketplace
Azure SQL Database
Azure Virtual Machines
BOSCO
Google Cloud Platform
Microsoft Azure
MongoDB
MySQL
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Integrations
Amazon Web Services (AWS)
Azure Data Studio
Azure Marketplace
Azure SQL Database
Azure Virtual Machines
BOSCO
Google Cloud Platform
Microsoft Azure
MongoDB
MySQL
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