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Data Text

Built for Every Byte that Matters

A complete data processing platform for modern enterprises. Engineered to ensure quality at every stage.

Compare

Field by Field Comparison

Migrate

Flawless and Quick Migration

Mask

Protect Sensitive Data

Validate

Check Quality of Data

Synthetic Data

Production - Grade Synthetic Data

Compare

Field by Field Comparison

Migrate

Flawless and Quick Migration

Mask

Protect Sensitive Data

Validate

Check Quality of Data

Synthetic Data

Production - Grade Synthetic Data

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Built On Lessons Learnt

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Core Capabilities

Powerful Features Designed to Deliver
Data Quality and Speed with Security

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Compare

  • Supports different data structures
  • Memory efficient for Large data
  • Field level comparisons
  • Classifies differences and highlights efficient decisions.
  • Generates a quick summary and a comprehensive mismatch reporting.
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Migrate

  • Enables data aggregation features.
  • Offers advanced data filtering capabilities. 
  • Provides mapping of field names between source and target.
  • Supports deterministic masking and calculated field creation.
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Mask

  • Efficiently implements deterministic masking algorithms.
  • Enables both in-place and in-flight masking
  • Supports repeatable masking processes
  • Offers multiple masking techniques, including redaction and replacement.
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Validate

  • Ensures comprehensive and high-performance data quality validation.
  • Provides a systematic list of errors and validation at a record level.
  • Field level , Record level and Table level validation capabilities.
  • On the fly data collection
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Synthetic Data

  • Meaningful & valid data – Name, Address, SIN, SSN, etc.
  • Numerical data – Sequential or Random values within a given range.
  • String data – Sequential or Random values selected from a predefined list.

Benefits

Unlock Powerful Business
Value with DQV

Data integration and validation that optimizes data quality and meets your business goals.

  • Cost Reduction & ROI

  • Efficiency & Productivity

  • Risk & Quality

  • Compliance & Privacy

  • Digital Transformation

  • Scalability & Readiness

Cost Reduction & ROI
Efficiency & Productivity
Risk & Quality
Compliance & Privacy
Digital Transformation
Scalability & Readiness

Cost Reduction & ROI

  • 80–90% lower TCO

  • No consultant dependency

  • Runs on standard hardware

Efficiency & Productivity

  • 90%+ faster validation

  • Zero manual errors

  • 100% dataset coverage

  • Parallel processing power

Risk & Quality

  • Zero data loss migrations

  • Detect issues early

  • Validate at every level

Compliance & Privacy

  • HIPAA/GDPR-ready

  • Secure data masking

  • Flexible privacy options

Digital Transformation

  • Faster time-to-market

  • Legacy-to-cloud ready

  • CI/CD integration

Scalability & Readiness

  • 15x performance boost

  • Any database, any format

  • Flexible deployment

  • Future-proof architecture

User Application

The Right Fit for Every Team

ETL Tester

DBA

Developer

Functional QA

For API Tester

ETL Tester

ETL Tester

  • Creates realistic test datasets while protecting sensitive information.
  • Identifies and fixes missing data and validates, reports incoming data quality.
  • Accurately mimics the data flow and the process to generate the target datasets.
  • Enables swift comparison of the source and target datasets.
  • Generates synthetic data for testing and optimizing the data process.
DBA

DBA

  • Effectively mask (in-flight, in-place, deterministic) data.
  • Seamlessly migrate data between environments with efficiency and precision.
  • Ensure data integrity during system migration and updates.
  • Efficiently meets regulatory compliance with advanced data masking.
Developer

Developer

  • Export and import data to different formats with ease.
  • Effectively validates and reports the quality of incoming data.
  • Helps identify and fix the missing or invalid data.
  • Accurately compare two different data sets for unit testing.
  • Effortlessly generate synthetic data in the absence of product grade data.
Functional QA

Functional QA

  • Effortlessly generate synthetic test data out of the existing database records.
  • Accurately compare different data sets, exported files or databases.
  • Continuous validation and monitoring of data quality.
For API Tester

For API Tester

  • Effortlessly generate synthetic test data.
  • Accurately mimics the data flow and the process to generate the target datasets.
  • Efficiently compares actual versus expected results to validate with precision.
  • Ensures clean, validated data for analytics and reporting.
  • Seamless integration with CI/CD pipelines.

Supported Data Sources

Expertise that Drives
Excellence in Automation

Database

SQL Server, Oracle, MySQL, PostgreSQL

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Files

CSV, Delimited, Fixed Length, Excel (xls & xslx)

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Cloud Databases

AWS, Azure, Google Cloud

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Connectors

REST APIs, Message Queues

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Data Format

JSON, XML, Parquet

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Extensible

Custom connectors available

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Technical Questions Answered

DQV provides comprehensive pre and post migration validation. It compares source and target datasets at the field level, highlights discrepancies, and generates detailed reports.

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Pricing Categories

Select the Plan that Best Fits
Your Data Duality Needs

Individual User

A single user license with core or basic features

Enterprise

Multiple licenses with advanced features and support

On-premises

A full on-premises deployment with customization.

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Get In Touch

Let’s Help Start Your Digital Journey and Meet Your Business Needs.

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