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Enterprise Data Masking Tools

Data masking
for compliance without friction

Anonymize sensitive data at scale while preserving structure, relationships, and context.

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K2view Enterprise Data Masking Tools

Trusted by enterprises for compliant data masking

Protect sensitive data without compromise

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Mask any data, any way

Mask data in flight or at rest across complex enterprise data sources, structured and unstructured.

Simplify masking operations

Define masking rules once and apply them consistently, without dealing with schemas, tables, or system-specific logic.

Preserve
data integrity

Mask sensitive data consistently while keeping it accurate, usable, and compliant across systems.

Achieve data compliance for peace of mind

K2view mask data at the business-entity level, so sensitive data stays structurally accurate, compliant by default, and simple to manage across complex enterprise systems.

Data Masking Tools | Architecture

Unify data by business entity

K2view automatically discovers and unifies all sensitive data related to a business entity across tables, databases, and systems.

Mask once, apply everywhere

Masking rules are applied at the business-entity level and enforced consistently across all data sources and environments.

Deliver complete, reliable data

Data flows end to end by business entity, maintaining structure and relationships from source to delivery.
1. Identify business entities

Auto-discover business entity schemas and auto-classify the PII and sensitive data for the business entities

2. Auto-ingest and organize

K2view ingests multi-source data and automatically organizes it by business entities, in flight, to enforce referential integrity and contextual masking

3. Mask data on-the-fly

Data is then masked in the context of the business entity and delivered to any target system or data store, with referential integrity preserved

Automate sensitive data governance

  • Automatically discover and classify sensitive data across systems by scanning both metadata and data content.

  • Define masking policies once in a centralized data catalog and enforce them consistently across all data sources.

  • Generate compliance-ready reports automatically to support audits and regulatory requirements. 

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Data masking tools: sensitive data governance

Cover every data
masking use case

  • Apply the right masking technique for each scenario, using built-in functions or custom logic  

  • Provision compliant, production-like datasets for testing, analytics, B2B data sharing, and AI workloads using static data masking.

  • Enable controlled access to sensitive data, with reversible masking through pseudonymization and tokenization.

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K2view data masking functions

Mask data consistently
across all sources

  • Integrate with any data source or platform, on-premise or in the cloud.

  • Connect to relational and NoSQL databases, SaaS applications, mainframes, message queues, and files.

  • Preserve referential integrity through patented entity-based data masking.

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data masking tools for any data source

Mask sensitive data in unstructured content

  • Protect sensitive data in images, PDFs, text files, and other unstructured formats.

  • Anonymize sensitive fields in documents such as receipts, checks, and contracts.

  • Keep structured and unstructured data consistent after masking

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See our data masking tool in action

Take a product tour of key masking workflows, step by step.

Test data management tools and subsetting

PII Discovery

Discover and classify PII using rules and large language models (LLMs)

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PII Discovery

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Test data tools and data masking

Data masking

Anonymize production data in flight to ensure compliance with regulations.

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Data Masking

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Top-rated by customers
on Gartner Peer Insights

“High-end security for your sensitive information..."
“Innovative, fast and also scalable...”
“Excellent dynamic and static data masking...”

 

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DATA MASKING PRODUCT TOUR

Not ready to talk to sales?

Take an interactive tour of K2view Data Masking and see how it:

  • Discovers and classifies sensitive data automatically
  • Masks data with referential integrity
    and contextual consistency
  • Delivers fully compliant datasets
    to downstream systems
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Business outcomes powered by entity-based data masking

Deliver compliant test data on demand to keep testing fast and releases moving.

 

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Accelerate software delivery

Mask data rapidly and reliably for compliant, up-to-date testing.

Ensure data compliance

Enforce consistent PII protection across all non-production environments.

Cut tooling and licensing costs

Consolidate data masking to reduce tooling sprawl, licensing, and overhead.

Secure B2B collaboration

Safely share compliant data with external partners, without exposing sensitive information.

Data masking product buyer's guide

Choose the right data masking tool for enterprise compliance

The right data masking tool protects sensitive data without slowing teams down.

Use this guide to evaluate approaches, capabilities, and trade-offs so you can choose a solution that fits your data, scale, and compliance needs.

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INTERACTIVE PRODUCT TOUR

Data Masking

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Data masking tools | Product Tour
data masking

Take the product tour

K2view Data Masking

Mask data from any source quickly and easily with K2view while maintaining referential integrity

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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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More ways to provision compliant data at scale

Explore how K2view Test Data Management and Synthetic Data Generation power faster, safer provisioning of compliant data across lower environments, eliminating manual effort from testing workflows.

Test Data Management

Accelerate testing with on-demand data subsetting, masking, and AI-powered synthetic data generation.
  • Self-service portal for dev and test teams
  • Cross-system data subsetting
  • Subset, reserve, rollback, and age test data
  • All data sources, from mainframes to SaaS apps
  • AI test data provisioning from test cases

Synthetic Data Management

Generate safe, realistic synthetic data for testing, analytics, and AI without exposing sensitive information.
  • AI-based generation for regression testing
  • Rule-based generation for new functionality testing
  • Entity-based cloning for load testing
  • Subset, reserve, rollback, and age synthetic data
  • Provision synthetic data into lower environments
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Book a demo and see entity-based data
masking in action

Consistent, compliant masking from discovery
through delivery.

Learn more about data protection tools

SPARK Data Masking news short

NEWS

K2view Positioned as the Leader in the 2024 SPARK Matrix for Data Masking

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Gartner Marketing Guide for Data Masking

GARTNER® MARKET RESEARCH

Gartner Marketing Guide for Data Masking

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EDM buyers guide

BUYER'S GUIDE

The definitive data masking checklist: Evaluate solutions against 15 key data masking capabilities.

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