TCS MasterCraft™ for data management
Efficiently provision compliant data for software testing
Infrastructure to Intelligence
Navigate the AI era with confidence. TCS helps you turn AI into a strategic partner that empowers talent, reimagines processes, and accelerates business transformation.
- Banking
- Capital Markets
- Consumer Packaged Goods and Distribution
- Communications, Media, and Information Services
- Education
- Energy, Resources, and Utilities
- Healthcare
- High Tech
- Insurance
- Life Sciences
- Manufacturing
- Public Services
- Retail
- Travel and Logistics
- Artificial Intelligence and Data & Analytics
- AI-led Data Centres
- Cloud
- Cognitive Business Operations
- Consulting
- Cybersecurity
- Enterprise Solutions
- Industrial Autonomy & Engineering
- Network Solutions and Services
- Sustainability Services
- TCS Interactive
Infrastructure to Intelligence
Industries
expand here
Services
expand here
Products and Platforms
expand here
Research & Innovation
expand here
About Us
We deliver excellence and create value for customers and communities - everyday. With the best talent and the latest technology we help customers turn complexity into opportunities and create meaningful change.
TCS Insights
Point of views, research, studies - on the latest themes - to help you expand your knowledge and be future ready.
Recent recognitions
View allWant to be a global change-maker? Join our team.
At TCS, we believe exceptional work begins with hiring, celebrating and nurturing the best people — from all walks of life.
- Argentina
- Brazil
- Canada
- Chile
- Colombia (EN)
- Colombia (ES)
- Ecuador
- Mexico(EN)
- Mexico(ES)
- Peru
- Uruguay
- USA
- Australia
- Mainland China
- Hong Kong SAR
- Indonesia
- Japan
- Malaysia
- New Zealand
- Philippines
- Republic of Korea
- Singapore
- Chinese Taipei
- Thailand
Want to be a global change-maker? Join our team.
India
expand here
Americas
expand here
Asia Pacific
expand here
Europe and UK
expand here
Middle East and Africa
expand here
Management Commentary
expand here
Financials
expand here
News and Events
expand here
ESG
expand here
Resources
expand here
Top Results
Showing
10
01 - 07
- TCS MasterCraft™
- Solution
You have these already downloaded
We have sent you a copy of the report to your email again.
Industries
Public Services
This will open an overlay
Forward-thinking government for citizen-first services
Learn how we ensure that technology and strategy work together to help governments redefine public services and put citizens at the forefront of governance.
Related Insights
TCS Intelligent Planning for Railways leverages AI to augment rail traffic planner and controller’s decision-making, enabling intelligent operations and better efficiency. Learn more. This was recognized by Rail analysis under “New Tech Introduction” category.
Article
16 Jul 2026
The GovTech award highlights how we deliver secure digital infra and sovereign cloud solutions for driving digital transformation and citizen-centric services.
Article
09 Jul 2026
TCS SovereignSecure Cloud™ with integrated AI is designed to meet the Indian government’s sovereign digital infrastructure needs.
Solution
18 Apr 2025
Banking
This will open an overlay
Banking Services Transformation: Unlocking Exponential Value
TCS’ solutions help banks and FIs push traditional boundaries and build cognitive banking enterprises for better value, resilience, and inclusivity. Learn more.
Related Insights
Join TCS at the ITC Kickoff Summit, where we explore AI strategies and ecosystems that learn, scale, and deliver compounding value and insurance transformation.
Events
29 Sep 2026
As agentic AI becomes integral to business operations, enterprise AI must be adept at identifying useful information and leaving behind the obsolete. Learn more.
Blog
28 Sep 2026
Extending the zero trust principles beyond identity verification to autonomous decision-making, ZTAA helps FIs deploy autonomous AI responsibly and at scale.
White Paper
24 Sep 2026
Insurance
This will open an overlay
Reinventing the Insurance Industry with a Digital-first Strategy
TCS’ solutions, powered by AI and automation technologies, help leverage partner ecosystems and drive innovation in insurance for business agility and growth.
Related Insights
As industries adopt IoT technology and security becomes a concern, here are three things cyber insurers must focus on to mitigate risks and avoid hefty payouts.
Blog
18 Jan 2023
In the evolving retirement planning landscape, learn how pension providers must offer digital, AI-driven wealth management solutions to stay ahead in the game.
White Paper
25 Jul 2025
TCS has extensive experience in revamping insurance systems & its guidewire consulting & transformation services help build resilient core systems. Learn more.
Solution
12 Oct 2022
Healthcare
This will open an overlay
Patient-centered Care: Health and Wellness Redefined
TCS’ research and innovation enable healthcare firms to focus on patients’ health and wellness, and provide high-quality personalized, value-based care.
Related Insights
Discover how healthcare payers scale AI in health insurance, using agentic twins to optimize claim management and drive operational transformation.
Blog
23 Sep 2026
Explore how AI for healthcare payers transforms claims adjudication, while enabling smarter workflows, stronger compliance, and faster decision-making.
White Paper
13 Aug 2026
Explore how AI healthcare automation drives back office transformation to optimize claims management, manage compliance risk, and deliver measurable outcomes.
White Paper
18 Sep 2026
Products and Platforms
TCS MasterCraft™
This will open an overlay
TCS MasterCraft™: Enabling Cognitive and Intelligent Automation
TCS MasterCraft™ optimizes processes across software development, QA, low-code development, digital transformation, enterprise data quality, and privacy.
Related Insights
Learn how enterprises anonymize LLM training data using differential privacy, synthetic data, and AI guardrails to achieve privacy and high-performing AI models.
Blog
10 Sep 2026
The convergence of agentic AI and low code no code platforms help organizations build intelligent, adaptive solutions faster and drive digital transformation.
Blog
06 Jan 2026
The article covers how agentic AI systems are evolving from narrow tools to autonomous digital workers, requiring new approaches to control, accountability, and governance to manage their growing impact on business outcomes.
Blog
12 Jun 2026
Highlights
- Copying production data for testing purposes poses a huge privacy threat.
- Manually creating large volumes of realistic test data is an inefficient and error-prone method.
- TCS MasterCraft™ for test data management helps achieve the balance between test data utility and data privacy.
Back to top
Go to top
On this pageinpage
Go to top
Introduction
For every terabyte (TB) of data growth in production, 10TB is used for development, testing, and other non-production use cases.
The above challenge increases costs significantly and poses threats to data privacy. Legacy test data management practices can also cause release delays, costly bugs, and compliance faults.
Businesses face an increasing need to generate test data for a variety of testing scenarios while optimizing costs during application testing activity. Therefore, they require a robust and automated test data management tool.
Overview
TCS MasterCraft™ for test data management helps testers deliver privacy-safe data at volume.
By providing a streamlined process for test data management and helping to identify data needs, TCS MasterCraft™ provides testing teams with a solid foundation for testing any application.
Copying production data for testing purposes poses a huge threat to production data privacy, and manually creating large volumes of realistic test data is an inefficient and error-prone method. Automated test data generation is an effective approach to achieve the balance between test data utility and privacy compliance.
Our capability
TCS MasterCraft™ enables the delivery of privacy-safe test data at volume.
Our test data management tool supports the use of test data in various scenarios, such as IT application development, testing, setup of training environments, privacy-safe data sharing, and data analytics. Due to the product’s scalable architecture, it can generate the right-sized, realistic, and privacy-safe test data for various testing purposes in both cloud and hybrid ecosystems.
TCS MasterCraft™ for test data management provides:
Data sampling: Generate a consistent sample of source data.
Sensitive data attribute discovery: Discover potentially sensitive and personally identifiable business data attributes within enterprise data stores.
Static data masking policy: Use prepackaged or create bespoke static data masking policies.
Synthetic data generation: Generate test data from scratch using metadata.
Voluminous data generation: Increase the volume of available test data.
Data profiling: Detect the presence of specific data values important for testing.
Test data versioning: Set up versions of test data to retrieve a specific version.
Test data archiving: Archive test data in an internal repository for future reuse.
Test data reservation: Prevent concurrent usage of the same test dataset for a more controlled approach.
Benefits
TCS MasterCraft™ for test data management helps organizations comply with data privacy requirements during test data management activities.
The capability offers the following benefits:
Provides a policy-based data masking framework to handle the privacy compliance needs of multiple data protection regulations.
Facilitates faster test data delivery through self-service test data provisioning.
Enables hooks for application delivery/DevOps tools to directly invoke test data generation jobs.
Supports various forms of data, such as newly structured, semi-structured, and unstructured.
Includes metadata management as a core feature and not as an ancillary capability.
Swipe LeftSwipe RightTCS MasterCraft™ for data management is helping us with our digital transformation by safeguarding the privacy of our production data for our trading applications. With the flow of new data being interminable, the anonymization should also be automated into a continuous activity.
G Shenoy
Chief Technology Officer, NSE India
Related reading
Swipe Left
Swipe Right
Ready to get started
Connect with us to find how TCS MasterCraft™ can generate compliant test data
Talk to our expertsFind out more
What’s on your mind?
We’re here to help! Tell us what you’re looking for and we’ll get you connected to the right people.
Looking for something else?