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    TCS is here to make a difference through technology.

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      14 May 2025 TCS Partners with Khan Bank to Future-Proof its Operations, Enhance Customer Experience and Propel Innovation leveraging AI and ML
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      TCS is here to make a difference through technology.

      Leading the way in innovation for over 55 years, we build greater futures for businesses across multiple industries and 55 countries.

      Discover all solutions
    • Industries
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      • Consumer Packaged Goods and Distribution
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      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.

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

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      Join us
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      Find the latest news about TCS in our Newsroom

      Get access to a catalog of the latest news stories from across TCS. Discover our press releases, reports, and company announcements.

      Discover more
    • Press releases

      Recent Press releases

      15 May 2025 TCS Recognized as One of the World’s Top 50 Brands by Kantar BrandZ; Brand Value Soars 28% YoY to $57.3Bn
      14 May 2025 TCS Partners with Khan Bank to Future-Proof its Operations, Enhance Customer Experience and Propel Innovation leveraging AI and ML
      12 May 2025 TCS Partners with Dhofar Insurance Company to Transform its Core Insurance Platform
      View all
    • News alerts

      Recent News

      02 May 2025 TCS Ranked Denmark’s #1 IT Service Provider for Customer Satisfaction in 2025
      23 Apr 2025 TCS Partners with Google Cloud on Agent-to-Agent Interoperability Protocol to Drive Future-Ready Enterprises
      11 Apr 2025 TCS Partners with Google Cloud to Accelerate AI-led Transformation in the Retail Sector
      View all
    • Analyst recognition

      Recent recognitions

      22 Apr 2025 TCS Ranked #6 Amongst Banking Technology Providers and Recognized as a Regional Leader across all Geographies by Everest Group
      17 Apr 2025 TCS BaNCS Named a Leader Among Wealth Management Products by Everest Group
      01 Apr 2025 TCS Positioned as a Leader in Worldwide Discrete Manufacturing Product Lifecycle Management Strategic Consulting Services and Systems Integration by IDC MarketScape
      View all
    • Events

      Upcoming events

      11 Jun 2025 TCS and PTC Present the North America Leadership Forum 2025
      04 Jun 2025 Veeva R&D and Quality Summit: Developing Better Health Outcomes
      02 Jun 2025 Siemens Realize LIVE: Discussing Technology and Digital Transformation
      View all
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    TCS Smart 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

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    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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