CA Test Data Manager · 0 reviews

CA Test Data Manager

Accelerate testing cycles with intelligent test data management and provisioning

Synthetic Data Tools

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About CA Test Data Manager

CA Test Data Manager is an enterprise-grade platform that revolutionizes test data management by seamlessly integrating data subsetting, masking, synthetic data generation, data cloning, and on-demand provisioning. The solution enables organizations to rapidly provision realistic, compliant test data without exposing sensitive production information, addressing critical needs in Agile and DevOps environments. By automating test data workflows, the platform reduces manual preparation time, accelerates release cycles, and ensures data privacy compliance across GDPR, HIPAA, and PCI-DSS standards. AiDOOS marketplace deployment enhances governance through centralized provisioning management, simplified integrations with CI/CD pipelines, and optimized scalability for distributed testing teams, enabling faster time-to-market while maintaining data security and regulatory compliance.

Challenges It Solves

Test data preparation delays bottleneck agile development cycles
Sensitive production data exposure creates security and compliance risks
Manual data subsetting and masking processes consume significant resources
Complex data dependencies make realistic test scenarios difficult to create
On-demand provisioning challenges slow continuous testing pipelines

Reduction in test data preparation time

Faster compliance validation across regulations

Decrease in security and privacy violations

Use Cases

Agile Development Teams

Enable development teams to access fresh test data on-demand without waiting for manual provisioning, accelerating sprint cycles and reducing testing delays.

55% Sprint velocity increased, testing delays eliminated

Financial Services Testing

Generate compliant test data for banking and payment systems with automatic PCI-DSS masking and audit trails for regulatory validation.

68% Compliance audits pass faster, risk exposure reduced

Healthcare Data Management

Create HIPAA-compliant test environments for healthcare applications by automatically masking protected health information while preserving data relationships.

72% HIPAA compliance maintained, data privacy secured

DevOps Pipeline Integration

Integrate test data provisioning into CI/CD pipelines for automated, continuous testing with fresh data at each build stage.

51% Deployment frequency doubled, time-to-market reduced

Database Performance Testing

Provision large, realistic datasets for performance and load testing while maintaining accurate data relationships and referential integrity.

58% Testing throughput increased, performance bottlenecks identified

Pricing

Pricing available on request

CA Test Data Manager pricing is customized based on your team size, integrations, and requirements. AiDOOS will get you a scoped proposal — for free.

Schedule a Meeting

Key Features

Data Subsetting

Extract relevant data subsets maintaining referential integrity

Reduces test data volume by up to 80% while preserving relationships

Advanced Data Masking

Protect sensitive information with intelligent masking techniques

Achieves PCI-DSS, GDPR, and HIPAA compliance automatically

Synthetic Data Generation

Create realistic, compliant test data without production records

Generates unlimited test scenarios at fraction of manual effort

Data Cloning

Replicate production environments for accurate testing

Enables bug-for-bug identical test environments instantly

On-Demand Provisioning

Instantly provision fresh test data to development teams

Eliminates wait times, accelerates continuous testing pipeline

Compliance Automation

Built-in regulatory compliance and audit trails

Reduces compliance verification overhead by 70%

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Enterprise Readiness

Data Masking Engine

Role-Based Access Control

Compliance Frameworks

Audit Logging

Encryption in Transit & at Rest

Integrations

7 total apps

Automate test data provisioning within CI/CD build pipelines

Deploy containerized test data services for scalable testing infrastructure

Process and subset large-scale big data environments efficiently

Native data masking and provisioning for Oracle environments

Seamless integration with Microsoft SQL Server for enterprise deployments

Support for legacy mainframe database test data management

Link test data provisioning to development tickets and requirements

AiDOOS Managed Deployment

Deploy CA Test Data Manager in

AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.

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Deployments

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Adoption rate

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Post-deploy sat.

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Time to value

Prerequisites

Configuration Options

Virtual Delivery Center · A new delivery category

A Virtual Delivery Center for CA Test Data Manager

Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.

Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
Refundable on unused Delivery Units, anytime — no questions asked
Re-delivery guarantee on acceptance miss
Pre-flight delivery sizing — you see the plan before you commit

Get a delivery plan for CA Test Data Manager What’s a Virtual Delivery Center?

How a Virtual Delivery Center delivers CA Test Data Manager

Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →

Outcome-Based

Pay for results, not hours

Milestone-Driven

Clear deliverables at each phase

Expert Network

Access to certified specialists

Implementation Timeline

Discover

Requirements & assessment

Integrate

Setup & data migration

Validate

Testing & security audit

Rollout

Deployment & training

Optimize

Performance tuning

Schedule a Meeting

Frequently Asked Questions

How does CA Test Data Manager ensure compliance with data privacy regulations?

The platform includes built-in masking templates for GDPR, HIPAA, PCI-DSS, and other frameworks, automatically redacting sensitive data while maintaining referential integrity. Comprehensive audit trails document all data access and provisioning activities for compliance reporting.

Can CA Test Data Manager integrate with existing CI/CD pipelines?

Yes, the platform provides APIs and native integrations with Jenkins, GitLab, Azure Pipelines, and other CI/CD tools, enabling automated test data provisioning at each build stage. AiDOOS marketplace deployment simplifies this integration further with pre-configured connectors.

What is the performance impact of using synthetic data versus production data subsets?

Synthetic data generation eliminates the need to maintain large production copies, reducing storage costs and complexity. Data subsetting optimizes performance by provisioning only necessary records. Both approaches accelerate test execution compared to full production datasets.

How does on-demand provisioning reduce testing bottlenecks?

Teams request fresh test data through self-service portals, eliminating manual provisioning delays. Automated workflows deliver provisioned environments in minutes, enabling continuous testing and faster feedback loops across development teams.

Does CA Test Data Manager support cloud and on-premise deployments?

Yes, the platform supports cloud, on-premise, and hybrid deployments across AWS, Azure, and private data centers. AiDOOS marketplace provides flexible deployment options tailored to organizational infrastructure requirements.