Curiosity Software vs K2view

Overview of the 2 vendors 

Curiosity Software and K2view both address the challenges of delivering secure, reliable, and production-like test data.  

Curiosity offers an AI-driven test data generation tool designed to simplify discovery, analysis, and synthetic data generation for small teams and mid-market organizations.  

K2view, by contrast, delivers an enterprise-grade test data management tool with a 5/5 Gartner Insights 12-month average peer review rating, engineered for large-scale test data management, data masking, and synthetic data generation across highly complex, multi-system environments. 

While both vendors claim to accelerate test data readiness, they differ significantly in their architectural philosophies, depth of capabilities, and suitability for enterprise-grade workloads. 

Comparison table 

Here’s how the 2 vendors shape up: 

K2view strengths 

K2view stands out for enterprises seeking full-scale, production-grade test data management, test data provisioning, data masking, and synthetic data generation across complex ecosystems. Its defining differentiators include: 

1.    Exceptional data fidelity via its business entity approach 

This patented test data management approach restructures data around business entities (customer, order, device, etc.), ensuring that all related data from every system is delivered together – accurately, consistently, and with full referential integrity. The entity-based model dramatically improves TDM adoption, reduces data delivery time, and accelerates software release cycles. 

2.    Future-proof data masking 

K2view data masking ensures:  

• In-flight protection, so no PII is ever exposed at rest  

• Complete semantic consistency  

• Flexible, customizable masking methods 

• Seamless integration with any source system 

3.    One stop shop

A single solution handles:  

• PII discovery  

• Masking

• Subsetting  

• Synthetic data generation

• Self-service data provisioning (subset, reserve, age, rollback, refresh, load) 

4.    Synthetic data designed for enterprise utility

K2view employs four generation modes – rules-based, cloning, masking-based, and GenAI – to support regression, new-functionality, performance, and scenario testing. Business-entity structure ensures the generated data maintains relationships across environments. 

5.    Proven enterprise maturity 

With a 5/5 Gartner Insights 12-month average peer rating, K2view is consistently recognized for reliability, performance, and real-world impact across global enterprises. 

Curiosity Software suitability

Curiosity provides several benefits to smaller teams and environments, including:  

• Test data automation for departmental use  

• Good fit for SMBs and less regulated environments  

• Point tool for targeted synthetic data generation  

• Suitability alongside other Curiosity tools 

• Discovery, coverage analysis, and monitoring capabilities  

• Simpler and more self-contained test data generation 

These attributes make Curiosity a reasonable choice for firms with contained architectures and without stringent masking or enterprise-scale requirements. 

Overall comparison 

Both vendors address test data management challenges, but their focus differs: 

• Curiosity centers on AI-driven sensitive data discovery and synthetic data. 
• K2view delivers a deeply engineered, enterprise-class TDM product built for accuracy, compliance, and scale. 

Where Curiosity simplifies test data workflows for smaller scopes, K2view excels in multi-source integration, advanced masking, and high-fidelity synthetic generation – ensuring complete, secure, and production-like test data across any environment.

For enterprises needing consistent test data across multiple legacy and modern systems, K2view emerges as the clear choice, supporting Snowflake data masking, Workday data masking, mainframe data masking, Oracle data masking, Salesforce data masking, MongoDB data masking, and data masking tools for SQL Server – as well as SAP test data management tools – and more.

Its breadth of capabilities, business entity architecture, and exceptional customer ratings provide unmatched speed, accuracy, and long-term value. 

Experience K2view Test Data Management 
first-hand in our interactive product tour.