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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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Where adaptability meets advantage
  • Industries expand here
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  • Products and Platforms expand here
    • TCS ADD™
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    • TCS BFSI Platforms
    • TCS CHROMA™
    • TCS Customer Intelligence & Insights™
    • TCS ERP on Cloud
    • ignio™
    • TCS iON™
    • TCS HOBS™
    • TCS Intelligent Urban Exchange™
    • TCS OmniStore™
    • TCS Optumera™
    • TCS Tap™
    • Quartz™ – The Smart Ledgers™
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  • Alliances
  • 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
    • Brand
    • Leadership
    • Community
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    • Values
    We deliver excellence and create value for customers and communities.
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  • Discover why customers choose TCS

    We are a digital transformation and technology partner of choice for industry-leading organizations worldwide.

    Read our customer success stories.
    • Events
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    Upcoming events

    27 Dec 2025 TCS at Guidewire Connections 2025
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    18 Nov 2025 TCS is a Gamechanger Sponsor of Microsoft Ignite 2025
    View all

    Recent recognitions

    15 Oct 2025 From Technical Liability to Digital Dominance: Plaza Premium Group’s Bold Transformation
    06 Oct 2025 Unlocking the Future: 6G & AI for Telcos
    18 Sep 2025 Emirates NBD Transforms Payments and Reengineers Banking Operations
    View all
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    Want to be a global change-maker? Join our team.
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    16 Oct 2025 NCVET Selected TCS to Develop a Portal Aimed at Democratizing the Vocational Skill Development Ecosystem in India
    16 Oct 2025 TCS and Infineon Partner to Redefine Digital Experience and Accelerate Sales Growth
    19 Sep 2025 TCS Interactive Opens Flagship Studio in New York City to Drive Innovation-led Experiences
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    What we do

    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
    • Industries
    • Services
    • Products and Platforms
    • Research & Innovation
    • Alliances
    • 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
    • Cloud
    • Cognitive Business Operations
    • Consulting
    • Cybersecurity
    • Enterprise Solutions
    • IoT and Digital Engineering
    • Network Solutions and Services
    • TCS Interactive
    • Sustainability Services
    • TCS ADD™
    • TCS BANCS™
    • TCS BFSI Platforms
    • TCS CHROMA™
    • TCS Customer Intelligence & Insights™
    • TCS ERP on Cloud
    • ignio™
    • TCS iON™
    • TCS HOBS™
    • TCS Intelligent Urban Exchange™
    • TCS OmniStore™
    • TCS Optumera™
    • TCS Tap™
    • Quartz™ – The Smart Ledgers™
    • TCS TwinX™
    • TCS MasterCraft™
    • Jile™
    • TCS DigiBOLT™
    • TCS AI WisdomNext™
    • TCS Research
    • TCS Pace™
    Where adaptability meets advantage
  • Industries expand here
    • 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
  • Services expand here
    • Artificial Intelligence and Data & Analytics
    • Cloud
    • Cognitive Business Operations
    • Consulting
    • Cybersecurity
    • Enterprise Solutions
    • IoT and Digital Engineering
    • Network Solutions and Services
    • TCS Interactive
    • Sustainability Services
  • Products and Platforms expand here
    • TCS ADD™
    • TCS BANCS™
    • TCS BFSI Platforms
    • TCS CHROMA™
    • TCS Customer Intelligence & Insights™
    • TCS ERP on Cloud
    • ignio™
    • TCS iON™
    • TCS HOBS™
    • TCS Intelligent Urban Exchange™
    • TCS OmniStore™
    • TCS Optumera™
    • TCS Tap™
    • Quartz™ – The Smart Ledgers™
    • TCS TwinX™
    • TCS MasterCraft™
    • Jile™
    • TCS DigiBOLT™
    • TCS AI WisdomNext™
  • Research & Innovation expand here
    • TCS Research
    • TCS Pace™
  • Alliances
  • Who we are

    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
    • Brand
    • Leadership
    • Community
    • Sustainability
    • Inclusion
    • Values
    We deliver excellence and create value for customers and communities.
  • Brand
  • Leadership
  • Community
  • Sustainability
  • Inclusion
  • Values
  • Insights

    Discover why customers choose TCS

    We are a digital transformation and technology partner of choice for industry-leading organizations worldwide.

    Read our customer success stories.
    • Events
    • Analyst Recognition
    • Global Studies

    Upcoming events

    27 Dec 2025 TCS at Guidewire Connections 2025
    01 Dec 2025 TCS at AWS re:Invent 2025
    18 Nov 2025 TCS is a Gamechanger Sponsor of Microsoft Ignite 2025
    View all

    Recent recognitions

    15 Oct 2025 From Technical Liability to Digital Dominance: Plaza Premium Group’s Bold Transformation
    06 Oct 2025 Unlocking the Future: 6G & AI for Telcos
    18 Sep 2025 Emirates NBD Transforms Payments and Reengineers Banking Operations
    View all
    Discover why customers choose TCS
  • Events
  • Analyst Recognition
  • Global Studies
  • Careers

    Want 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.

    Join us
    • India
    • Americas
    • Asia Pacific
    • Europe and UK
    • Middle East and Africa
    • India
    • Argentina
    • Brazil
    • Canada
    • Chile
    • Colombia
    • Ecuador
    • Mexico
    • Peru
    • Uruguay
    • USA
    • Australia
    • Mainland China
    • Hong Kong SAR
    • Indonesia
    • Japan
    • Malaysia
    • New Zealand
    • Philippines
    • Republic of Korea
    • Singapore
    • Chinese Taipei
    • Thailand
    • Belgium
    • Denmark
    • Estonia
    • Finland
    • France
    • Germany
    • Hungary
    • Ireland
    • Italy
    • Luxembourg
    • Netherlands
    • Norway
    • Poland
    • Portugal
    • Spain
    • Sweden
    • Switzerland
    • United Kingdom
    • Bahrain
    • Israel
    • Kuwait
    • Qatar
    • Saudi Arabia
    • South Africa
    • United Arab Emirates
    Want to be a global change-maker? Join our team.
  • India expand here
    • India
  • Americas expand here
    • Argentina
    • Brazil
    • Canada
    • Chile
    • Colombia
    • Ecuador
    • Mexico
    • Peru
    • Uruguay
    • USA
  • Asia Pacific expand here
    • Australia
    • Mainland China
    • Hong Kong SAR
    • Indonesia
    • Japan
    • Malaysia
    • New Zealand
    • Philippines
    • Republic of Korea
    • Singapore
    • Chinese Taipei
    • Thailand
  • Europe and UK expand here
    • Belgium
    • Denmark
    • Estonia
    • Finland
    • France
    • Germany
    • Hungary
    • Ireland
    • Italy
    • Luxembourg
    • Netherlands
    • Norway
    • Poland
    • Portugal
    • Spain
    • Sweden
    • Switzerland
    • United Kingdom
  • Middle East and Africa expand here
    • Bahrain
    • Israel
    • Kuwait
    • Qatar
    • Saudi Arabia
    • South Africa
    • United Arab Emirates
  • Newsroom

    Find the latest news about TCS

    Stay up-to-date on all press announcements by TCS

    Discover more
    • News Alerts
    • Media Kit

    Recent News

    16 Oct 2025 NCVET Selected TCS to Develop a Portal Aimed at Democratizing the Vocational Skill Development Ecosystem in India
    16 Oct 2025 TCS and Infineon Partner to Redefine Digital Experience and Accelerate Sales Growth
    19 Sep 2025 TCS Interactive Opens Flagship Studio in New York City to Drive Innovation-led Experiences
    View all
    Find the latest news about TCS
  • News Alerts
  • Media Kit
  • Investors

    Tata Consultancy Services Limited
    NSE:TCS
    INR
    Discover more Q1FY26 Debrief
    • Management Commentary
    • Financials
    • News and Events
    • ESG
    • Resources
    • Latest Quarter Commentary
    • Annual Report Section
    • Quarterly Earnings Reports
    • Download TCS Data Sheet
    • Erstwhile CMC Financials
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    • Events
    • Calendar
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    • Policies and Reports
    • Stakeholder Engagement and Enterprise Risk Management
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    • eTDS Portal
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    • Subsidiaries
    • Subscribe to Investor Updates
    • Unclaimed Dividend Information
  • Management Commentary expand here
    • Latest Quarter Commentary
    • Annual Report Section
  • Financials expand here
    • Quarterly Earnings Reports
    • Download TCS Data Sheet
    • Erstwhile CMC Financials
  • News and Events expand here
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    • Corporate Actions
    • Events
    • Calendar
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    • Policies and Reports
    • Stakeholder Engagement and Enterprise Risk Management
  • Resources expand here
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    • Cognitive Business Operations / solution

    TCS Smart Quality Engineering Platform

    Share TCS’ Intelligent, Machine-Driven Quality Engineering Platform
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    Services

    Highlights

    • The TCS Smart Quality Engineering Platform is a first-of-its-kind AI-based platform that offers integrated delivery of services across an enterprise’s quality engineering life cycle. 

    • Realize your quality engineering initiatives with certainty, through rich collaboration, accelerated deployment, and integrated quality engineering services.

    • Tap into our vast industry experience along with the infrastructure and tools to drive your quality engineering transformation.

    In this article

    Overview   inpage
    Solution   inpage
    Benefits   inpage
    The TCS advantage   inpage
    Overview inpage
    Solution inpage
    Benefits inpage
    The TCS advantage inpage
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    Overview Solution Benefits The TCS advantage

    Overview

    Build a quality engineering framework with the TCS Smart Quality Engineering Platform.

    The need for quality and speed-to-market acceleration of software is becoming increasingly urgent. Organizations are shifting their approach from ‘quality assurance’ to ‘quality engineering’ to ensure first time right quality. 

    This transformation can be achieved through smart application of artificial intelligence, automation, and integration of tools across the ecosystem. When implemented effectively, the approach will bring in huge cost savings and major reductions in go-to-market timelines.

    Solution

    The TCS Smart Quality Engineering Platform is an intelligent, machine-led platform that tests AI applications and infuses AI for testing purposes.

    It integrates machine learning platforms and natural language processing engines with end-to-end capabilities that support AI training and model testing. The platform optimizes an enterprise’s quality engineering life cycle through contextual insights and actionable outcomes. 

    The platform has an embedded AI studio that enables automation with tool integration in functional and beyond functional areas, test data, and test environment services. Functional areas would mostly include business functions while beyond functional areas include security, usability, performance, and so on. 

    The solution includes:

    • AI-led quality engineering: Harness AI and machine learning to achieve high application quality at speed. The features include defect prediction, natural language processing and artificial neural network-led test suite optimization, duplicate test case elimination, duplicate defect analysis, automation failure analysis, automated defect triaging, and automated root cause analysis.

    • Assure AI: Validate the AI algorithm bridge and trust deficit to give users the confidence that AI systems are making accurate decisions. The features include conversational system testing, model/algorithm validation, functional and end-to-end chatbot testing, and data bias detection.

    • Release orchestration: Digitized release workflow leading to CI/CD with quantitative assessment of release quality.

    • Test environment management: Improved governance through workflow-based approvals for environment reservation/scheduling and on demand provisioning to cater to growing environment needs. Stability of the test environments is ensured through monitoring and health checks.

    • Test data management: Automate refresh processes through on demand provisioning, test data orchestration, data consumption enabled through entity/query-based test data mining, data governance through reservation, and change impact automation through proactive data model change tracking capabilities.

    Figure: TCS’ Smart Quality Engineering (SQE) Platform – Capabilities

    A figure illustrating the various capabilities of TCS’ SQE, such as Xtreme automation, adaptive release pipeline, change impact analysis, test data analytics and data model tracking, auto-remediation, test suite optimization and dynamic RCA, contextual insights and recommendations, and QE BoTs.

    Benefits

    The TCS Smart Quality Engineering Platform helps organizations fulfill their quality engineering transformation objectives and delivers the following benefits:

    • Engineered quality: Eliminate waste through analytics and LEAN models. Achieve up to 40% reduction in quality costs.

    • Collaboration across units: Enable seamless handover and cut down on manual dependencies using bots.

    • Accelerated deployment: Increase business agility with intelligent automation throughout the quality pipeline, reduce cycle times by around 35%, and save more than 60% effort in chatbot test automation.

    • End-to-end orchestration: Test the environments’ build, deployment certainty, and test data services right from data profiling through to data provisioning.

    The TCS advantage

    Transform your quality landscape with our industry-first, platform driven approach.

    We deliver industry-leading solutions and seamless transformation experiences to our customers. 

    • Flexible, modular solutions: Our outcome-driven platform is modular with the ability to deliver AI testing services.

    • Intelligent platform: The AI studio embedded in the platform is an adaptive solution that incorporates AI-ML capabilities to provide an intellectual edge.

    • Industry-leading expertise: We are recognized as a pioneer in implementing AI in the quality engineering space. 

    • Innovation-led approach: We have extensive research and development experience and dedicated labs that support emerging technologies.

    • Robust ecosystem: Our user-friendly solution comprises best-in-class tools to drive superior quality engineering capabilities.

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