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    Where adaptability meets advantage

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      20 Jun 2025 TCS to Build New AI-Led Solutions for Business Transformation in Collaboration with Microsoft
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      15 Jul 2025 TCS Recognized as a Leader in Healthcare Provider Digital Services by Everest Group
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    • Perpetually Adaptive Enterprise Press tab for submenu items

      Where adaptability meets advantage

      At TCS, we don’t just help businesses transform. We help them become perpetually adaptive enterprises, built to evolve continuously and confidently in a world of constant change.

      Adaptability starts here
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    • Overview Press tab for submenu items

      We deliver excellence and create value for customers and communities.

      Our expert, committed team put our shared values into action – every day. With the best talent and the latest technology we help customers turn complexity into opportunities and create meaningful change.

      Discover the difference
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      Extraordinary expertise leads to remarkable results.

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      Want to be a global change-maker? Join our team.

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      Find the latest news about TCS in our Newsroom

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      Discover more
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      Recent Press releases

      15 Jul 2025 TCS & MIT Sloan Management Review Launch New Research Series; Unveil Roadmap for Human-AI collaboration in Enterprises
      10 Jul 2025 Robust Order Book and Operational Resilience mark TCS’ Q1
      20 Jun 2025 TCS Accelerates Software-Defined Vehicle Innovation in Europe with Launch of Three New Hubs
      View all
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      09 Jul 2025 TCS Launches ‘Gen AI Tech Pathway’ in its STEM Education Program goIT
      03 Jul 2025 TCS Unveils the 2025 Edition of TCS InQuizitive Across 12 Indian Cities, To Spotlight India’s Brightest Young Minds
      20 Jun 2025 TCS to Build New AI-Led Solutions for Business Transformation in Collaboration with Microsoft
      View all
    • Analyst recognition

      Recent recognitions

      15 Jul 2025 TCS Recognized as a Leader in Healthcare Provider Digital Services by Everest Group
      01 Jul 2025 TCS Recognized as a Leader in Pharmacovigilance Operations Services by Everest Group
      26 Jun 2025 TCS Positioned as a Leader in IDC MarketScape for Worldwide SAP Implementation Services
      View all
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      Upcoming events

      29 Sep 2025 TCS BaNCS at SIBOS 2025, Frankfurt
      22 Sep 2025 TCS Life Sciences Forum 2025 London
      10 Aug 2025 TCS BaNCS at COBA 2025, Brisbane, Australia
      View all
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      TCS works hand in hand with world-leading investors.

      Tata Consultancy Services Limited
      NSE:TCS
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      Discover more Q1FY26 Debrief
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    • TCS MasterCraft™
    • Solution

    TCS MasterCraft™ for data management

    Efficiently provision compliant data for software testing

    Request for demo

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    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.
    Learn More
     about Forward-thinking government for citizen-first services
    public-services-web-3840x1512
    Related Insights
    How TCS Transformed Kansas’ Unemployment Insurance System
    TCS helped KDOL reimagine its unemployment insurance system, enabling public sector transformation with faster claims, reduced fraud, and self-service tools.
    Customer Testimonial
    15 Jul 2025
    Low Code Platforms: Driving Digital Transformation and Agility
    Low-code platforms help businesses rapidly build apps, boosting agility and speed in digital transformation, without long dev cycles or heavy IT dependencies.
    Blog
    08 Jul 2025
    TCS’ Paid Family and Medical Leave Solution for better worker support
    The cloud-based solution helps states meet US PFML legislation demands and enables effective decision-making and fraud prevention for better worker support.
    Solution
    22 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.
    Learn More
     about Banking Services Transformation: Unlocking Exponential Value
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    Leveraging AI for Effective Economic Crime Risk Management
    Learn how AI can carry out AML and other financial crime prevention and help FIs improve operations and risk detection, while ensuring regulatory compliance.
    Article
    15 Jul 2025
    Accelerating IDP in Canadian FIs with Artificial Intelligence
    Intelligent data processing with AI, ML, and natural language processing can help FIs improve data handling and management for better operations and innovation.
    Blog
    15 Jul 2025
    Redefining Home Loans as Purpose-driven, Youth-focused Solutions
    As the youth redefine financial planning, lenders must evolve and offer niche mortgage types like microloans and green mortgages to stay relevant in the new era.
    Blog
    15 Jul 2025
    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.
    Learn More
     about Reinventing the Insurance Industry with a Digital-first Strategy
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    Related Insights
    TCS Helps BAGIC Achieve Agile Delivery & Automated Test Management
    Despite its distributed teams, read how BAGIC achieved agile delivery & an automated continuous integration & deployment process with TCS MasterCraft™ DevPlus.
    Case Studies
    11 Feb 2021
    Insurance Solutions and their Role in Building Climate Resilience
    Read how insurance can help close the investment gap in climate resilience and deliver better climate change solutions to reduce vulnerability to climate impacts.
    Blog
    19 Oct 2022
    TCS BaNCS™ Health Insurance
    TCS helps reimagine the health insurance value chain by providing solutions for underwriting, claims, policy management, and more, driving agility and resilience.
    Solution
    29 Apr 2025
    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.
    Learn More
     about Patient-centered Care: Health and Wellness Redefined
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    Related Insights
    TCS Recognized as a Leader in Healthcare Provider Digital Services by Everest Group
    Cited as strengths are Tata Consultancy Services’ industry-specific solutions across the provider value chain, balanced shoring mix, and strong foothold in the North American market.
    Analyst Reports
    15 Jul 2025
    Women Leaders in Healthcare: Breaking Barriers and Driving Change
    Watch this video for insights on women’s empowerment in the life sciences and healthcare, and explore ways to eliminate gender disparity and unlock change.
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    08 Apr 2025
    Business Assurance to Reimagine Healthcare Workflows
    Learn how business assurance automates the entire lifecycle and reimagines real-time healthcare business processes to deliver patient-centric care.
    White Paper
    07 Nov 2022

    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.
    Learn More
     about TCS MasterCraft™: Enabling Cognitive and Intelligent Automation
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    Related Insights
    A Five-step Approach for Enabling Privacy-safe Data for Data Analytics
    From data masking to anonymization, here’s a five-step approach to synergize the power of privacy-elevating tech and build privacy-safe data for data analytics.
    White Paper
    11 Oct 2024
    AI Synthetic Data Generation: Leverage the Power
    With a demand for synthetic data usage to maintain privacy, Generative Adversarial Network models are gaining importance with continuous research in the area.
    Blog
    19 Aug 2024

    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.

    On this page

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    Introduction Overview Our capability Benefits

    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.

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    We have completely automated our deployments seamlessly with TCS MasterCraft™ DevPlus. It has helped us deliver more with every release, with high quality and lesser time.

    Avinash Naik

    Senior Vice President, BAGIC

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