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K2view synthetic data generation tool

AI-Powered
Synthetic Data Management

Drive enterprise innovation with AI-powered synthetic data
for faster, safer testing

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AI Powered Synthetic Data Generation Tools Tools

Unlock the power of your
synthetic data generation tool

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Unmatched flexibility

Generate accurate  synthetic test data, whether you have access to production data or not

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True self-service

Empower both technical and non-technical users to generate their own data, on demand

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Scale and control

Streamline large-scale testing with data subsetting, reservation, versioning, and rollback

Synthetic data you can trust,
in every test phase

  • 01 Intelligent Data Masking
  • 02 AI-Powered Generation

  • 03 Rules-Based Generation
  • 04 Data Cloning

01Intelligent Data Masking

Automatically de-identify sensitive data (PII) to ensure data compliance in lower environments.

  • Automated PII discover and classification
    Automatically identify and categorize PII in your structured and unstructured data

  • Compliant masking
    Apply pre-built masking functions to adhere to privacy regulations, like GDPR and CCPA

  • Customizable and code-free
    Tailor existing masking functions or create new ones, code-free

  • Referential integrity
    Maintain referential integrity during masking to ensure accurate relationships within the data

Synthetic data generation tools: Data Masking

02AI-Powered Generation


Create realistic tabular synthetic data that mirrors production, for functional testing.

  • Subset the source data
    Train the machine learning model with a relevant subset of your production data

  • Mask the training data
    Ensure compliance by masking sensitive information in the training dataset

  • Train and generate
    Train the GenAI model and generate the synthetic data

  • Apply business rules
    Increase accuracy and data fidelity by applying custom business rules

Synthetic Data Generation Tools Tools

03Rules-Based Generation

Use business rules to generate synthetic datasets for new functionality testing.

  • Create comprehensive datasets
    Generate realistic records for customers or any entity using our micro-database technology

  • Customize without code
    Tailor data generation to your exact needs with our intuitive, code-free interface

  • Empower your testers
    Empower testers to customize data for specific test scenarios using any parameter

Synthetic data generation tools: Rule-Based Generation

04Data Cloning

Quickly create high-volume and valid test data for performance and load testing.

  • Extract, mask, and clone
    Clone data based on business entities (e.g., customers) while masking sensitive information

  • Generate unique identifiers
    Automatically generate unique identifiers for each cloned entity to maintain data integrity

  • Generate massive datasets
    Quickly create large-scale datasets on demand for your performance and load testing needs

Synthetic data generation tools: Data Cloning

Manage the entire synthetic data lifecycle

From data source to test environment, K2view Synthetic Data Management empowers you to manage every stage of the synthetic data journey.

Synthetic Data Management lifecycle
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Connect

Access any of your data sources and automatically identify sensitive and PII data

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Generate

Apply the right data generation method for each of your test phases, on demand

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Control

Maintain control of your generated data with data reservation, aging, versioning, and rollback

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Automate

Integrate synthetic data into your CI/CD pipelines for automated and efficient testing workflows

Accelerate and secure your SDLC with one synthetic data generation tool

Unleash the full potential of synthetic data with K2view

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Release software faster - synthetic data generation benefit

Release software faster

Accelerate software delivery with readily available, high-quality test data
Deliver higher software quality

Deliver at higher quality

Enhance test coverage and identify defects earlier
Achieve data compliance with synthetic data generation

Achieve data compliance

Generate synthetic data that meets GDPR, CCPA, HIPAA, and other regulations
Cut testing costs with synthetic data

Cut testing costs

Lower infrastructure costs and optimize testing processes

INTERACTIVE PRODUCT TOUR

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Synthetic data generation product tour

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Synthetic Data Generation

With K2view, dev and QA teams can generate accurate and compliant synthetic data for their testing needs.

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EXPERIENCE OUR Synthetic Data Generation TOOL

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Synthetic data generation

Create synthetic data for multiple systems based on user-defined business rules.

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Synthetic data generation

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Synthetic data subsetting

Provision a data subset from multiple systems using business parameters.

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Synthetic data subsetting

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Synthetic data masking

Anonymize production data in flight to ensure compliance with regulations.

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Synthetic data masking

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Go beyond a synthetic data generation tool

K2view provides complete synthetic data management — from generation and provisioning to versioning and reservation — to accelerate development, ensure compliance, and improve software quality.

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Learn more about the K2view
synthetic data generation tool

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IDC® Analyst Report

Unlocking Business Opportunities: The Vital Role of Synthetic Data

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GARTNER® MARKET RESEARCH

Gartner Report on Synthetic Data Generation Tools

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Technical Whitepaper

K2view's GenAI Approach to Synthetic Data

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