Synthetic Data Generation Tools | K2View

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

Discover and classify PII
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
Preserve integrity
Maintain referential integrity during masking to ensure accurate relationships within the data

AI-Driven Data Masking-1

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.

AI-Powered Synthetic Data Generation Tools

03Rules-Based Generation

Create your synthetic datasets using rules, when production data is not available

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

Rule-Based Generation-2

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
Generate large-scale datasets on demand to meet your performance/load testing needs.

Data Cloning (1)

Connect

Integrate with any data source and automatically identify sensitive data

Generate

Select the best generation method for each test and deliver to your environment

Control

Maintain complete control with features like data reservation, versioning, and rollback

Automate

Embed generation into your CI/CD pipelines for automated and efficient testing workflows

Release software faster

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

Deliver at higher quality

Enhance test coverage and identify defects earlier

Ensure compliance with ease

Generate synthetic data that meets GDPR, CCPA, CPRA, HIPAA, and other privacy regulations

Optimize testing costs

Lower infrastructure costs and optimize testing processes

INTERACTIVE PRODUCT TOUR

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