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    What we do

    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.

    Unlock enterprise intelligence
    • Industries
    • Services
    • Products and Platforms
    • Research & Innovation
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    • Banking
    • Capital Markets
    • Consumer Packaged Goods and Distribution
    • Communications, Media, and Information Services
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    • TCS Interactive
    • TCS ADD™
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    • TCS BFSI Platforms
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    • TCS ERP on Cloud
    • ignio™
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    • ignio™
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  • Who we are

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    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.

    Discover the difference
    • Brand
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    • Community
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    • Inclusion
    • Values
    About Us
  • Brand
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  • Community
  • Sustainability
  • Inclusion
  • Values
  • Insights

    TCS Insights

    Point of views, research, studies - on the latest themes - to help you expand your knowledge and be future ready.

    Start reading now
    • Customer Stories
    • Events
    • Analyst Recognition
    • Global Studies

    Upcoming events

    26 Oct 2026 TCS BaNCS at ABA Annual Convention 2026, Salt Lake City, Utah
    25 Oct 2026 TCS at Oracle AI World 2026, Las Vegas
    19 Oct 2026 Meet TCS at OpenText World 2026
    View all

    Recent recognitions

    08 Oct 2026 TCS Recognized as a Leader in Multi-Process Human Resources Outsourcing Services by Everest Group
    06 Oct 2026 NelsonHall Names TCS a Leader in Life and Annuities Operations
    30 Sep 2026 The AI-Native Telco: Transforming the Telecom Value Chain in the AI Era
    View all
    TCS Insights
  • Customer Stories
  • 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 (EN)
    • Colombia (ES)
    • Ecuador
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    • United Arab Emirates
    Want to be a global change-maker? Join our team.
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    08 Oct 2026 International Growth and Strategic Wins Underpin TCS’ Q2
    01 Oct 2026 Best Buy’s Global Capability Center in India to transition to TCS
    View all

    Recent News

    13 Oct 2026 TCS partners with Zoho Corp’s ManageEngine to supercharge sovereign cloud adoption in India
    28 Sep 2026 TCS and IEM Kolkata partner to establish an AI-focused Centre of Excellence to advance industry-academia innovation
    17 Sep 2026 TCS launches next-gen system-on-chip design services for automotive and semiconductor companies
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    • Industrial Autonomy & Engineering
    • Solution

    Making industrial plants intelligent with TCS InTwin™

    Share TCS InTwin™: AI-enabled Digital Twin for Agile and Sustainable Plants
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    Industrial Autonomy & Engineering This will open an overlay

    Industrial Autonomy & Engineering: Building autonomous enterprises where intelligence is embedded directly into the value chain and operating models

    Learn how TCS’ solutions powered by IoT, artificial intelligence, and digital engineering help build purpose-driven, resilient, and sustainable enterprises.
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     about Industrial Autonomy & Engineering: Building autonomous enterprises where intelligence is embedded directly into the value chain and operating models
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    HIGHLIGHTS

    • TCS InTwinTM is an award-winning, customized AI-powered platform that uses AI techniques to enable organizations to accelerate development.
    • The built-in capability of the platform helps organizations to create and deploy applications that make industrial operations predictive.
    • TCS InTwin is an outcome of 25+ years of research in advanced industrial data science.

     

    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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    In this articleinpage
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    Overview Solution Benefits The TCS advantage

    Overview

    Use AI to create intelligent digital twin solutions for better production, maintenance, and safety decisions.

    TCS InTwinTM is an award-winning, customized AI-powered platform that uses AI techniques to enable organizations to accelerate development and deployment of digital solutions. It unlocks the power of knowledge, data, and engineering sciences to make industrial plants intelligent, responsive, and future-ready.

    SOLUTION

    TCS InTwin platform brings together all core elements required to build intelligent digital twins of the plants, systems, and processes, using digitally captured domain knowledge and advanced industry-specific AI algorithms and physics models.

    The built-in capability of the platform helps organizations to create and deploy applications that make industrial operations predictive, prescriptive, and self-aware at pace, enabling them to reduce operations and maintenance costs, improve product quality, reduce emissions, derive additional revenue via increased throughput, and make production lines agile and safer.

    • Digital Twin Workspace to build industrial AI models

    • Digital Twin Services to build and deploy industrial AI applications

    • Cognitive AI Services for self-aware digital twins

    Benefits

    With TCS InTwin, industrial plants gain numerous advantages:

    • Reduction in the calibration time of equipment
    • Reduction in operations and maintenance costs and unplanned downtime
    • Optimization in operational performance
    • Reduction in time-to-build
    • Faster time-to-scale
    • Patent to build industrial AI applications

    The TCS Advantage

    TCS has a proven track record of providing high-quality digital twin technology solutions and adding significant business value.

    • Proprietary modules for industrial AI: Backed by 50+ patents, the platform provides several proprietary accelerator modules, algorithms and modelling workflows for various tasks.

    • Renowned research and innovation capabilities: TCS InTwin is an outcome of 25+ years of research in advanced industrial data science and physics-based modelling by TCS.

    • Scalable and modular architecture: TCS InTwin is a modern, flexible, and domain-agnostic platform that can be scaled up easily and can be configured based on the preferences of enterprises and regulatory requirements.

    • Technology and domain expertise: TCS brings in several years of proven experience in large-scale industrial digital twin solution deployments and teams with technical and contextual expertise.

    Related reading

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