Skip to footer
Click here or press enter to go to homepage Click here or press enter to go to homepage
  • What we do
  • Who we are
  • Insights
  • Careers
  • Newsroom
  • Investors
Contact us
TCS Worldwide
tata.com logotata.com logoOpen in New Tab
  • Overview Press tab for submenu items

    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
    • 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
    • Artificial Intelligence
    • Cloud
    • Cognitive Business Operations
    • Consulting
    • Cybersecurity
    • Data and Analytics
    • Enterprise Solutions
    • IoT and Digital Engineering
    • Network Solutions and Services
    • TCS Interactive
    • Sustainability Services
  • Products and Platforms
    • 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™
Overview
  • 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
    • Cloud
    • Cognitive Business Operations
    • Consulting
    • Cybersecurity
    • Data and Analytics
    • 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™
    • 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
    • About Us
      • Leadership
      • Corporate Sustainability
      • Diversity, Equity, and Inclusion
      • Corporate Social Responsibility
      • The TCS Way
      • Alliances
    • Research & Innovation
      • TCS Research
      • TCS Pace™
    • Our Brand
    Overview
  • About Us expand here
    • Leadership
    • Corporate Sustainability
    • Diversity, Equity, and Inclusion
    • Corporate Social Responsibility
    • The TCS Way
    • Alliances
  • Research & Innovation expand here
    • TCS Research
    • TCS Pace™
  • Our Brand
    • Overview Press tab for submenu items

      Extraordinary expertise leads to remarkable results.

      We share news, insights, analysis and research – tailored to your unique interests – to help you deepen your knowledge and impact.

      Discover Expert Insights
    • Customer Stories
    • Perspectives
    • Global studies
    • Topics
      • Metaverse
      • Sustainability
      • Cybersecurity
      • Blockchain
      • Cloud
      • Future of Work
      • Health & Wellness
      • IoT
      • Data Analytics and Storage
    Overview
  • Customer Stories
  • Perspectives
  • Global studies
  • Topics expand here
    • Metaverse
    • Sustainability
    • Cybersecurity
    • Blockchain
    • Cloud
    • Future of Work
    • Health & Wellness
    • IoT
    • Data Analytics and Storage
    • Overview Press tab for submenu items

      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
      • India
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Chile
      • Colombia
      • Ecuador
      • Mexico
      • Peru
      • Uruguay
      • USA
    • Asia Pacific
      • Australia
      • Mainland China
      • Hong Kong SAR
      • Indonesia
      • Japan
      • Malaysia
      • New Zealand
      • Philippines
      • Republic of Korea
      • Singapore
      • Chinese Taipei
      • Thailand
    • Europe and UK
      • Belgium
      • Denmark
      • Estonia
      • Finland
      • France
      • Germany
      • Hungary
      • Ireland
      • Italy
      • Luxembourg
      • Netherlands
      • Norway
      • Poland
      • Portugal
      • Spain
      • Sweden
      • Switzerland
      • United Kingdom
    • Middle East and Africa
      • Bahrain
      • Israel
      • Kuwait
      • Qatar
      • Saudi Arabia
      • South Africa
      • United Arab Emirates
    Overview
  • 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
    • Overview Press tab for submenu items

      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

      05 May 2025 Jazeera Airways Partners with Tata Consultancy Services to Power AI-led Transformation, Reimagine Digital Customer Experience
      02 May 2025 IBM, Tata Consultancy Services and Government of Andhra Pradesh to Deploy India’s Largest Quantum Computer in the Country’s First Quantum Valley Tech Park
      30 Apr 2025 TCS Collaborates with SAP to Enable Enterprise-wide GenAI and Cloud Adoption For its Customer
      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
      19 May 2025 TCS at Sapphire 2025
      View all
    • Media kit
    Overview
  • Press releases
  • News alerts
  • Analyst recognition
  • Events
  • Media kit
    • Overview Press tab for submenu items

      TCS works hand in hand with world-leading investors.

      Tata Consultancy Services Limited
      NSE:TCS
      INR
      Discover more FY24-25 debrief
    • Management Commentary
      • Latest Quarter Commentary
      • Annual Report Section
    • Financials
      • Quarterly Earnings Reports
      • Download TCS Data Sheet
      • Erstwhile CMC Financials
    • News and Events
      • Press Releases
      • Corporate Actions
      • Events
      • Calendar
    • ESG
      • Environment
      • Social
      • Governance
      • Policies and Reports
      • Stakeholder Engagement and Identification of Material Issues
    • Resources
      • Investor FAQs
      • eTDS Portal
      • Stock Information
      • Analyst Coverage
      • Subsidiaries
      • Subscribe to Investor Updates
      • Unclaimed Dividend Information
    Overview
  • 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
    • Press Releases
    • Corporate Actions
    • Events
    • Calendar
  • ESG expand here
    • Environment
    • Social
    • Governance
    • Policies and Reports
    • Stakeholder Engagement and Identification of Material Issues
  • Resources expand here
    • Investor FAQs
    • eTDS Portal
    • Stock Information
    • Analyst Coverage
    • Subsidiaries
    • Subscribe to Investor Updates
    • Unclaimed Dividend Information
  • Click here or press enter to go to homepage Click here or press enter to go to homepage Opens in new tab tata.com logo tata.com logoOpen in New Tab Search
    What we do
    • Overview Press tab for submenu items

      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
      • 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
      • Artificial Intelligence
      • Cloud
      • Cognitive Business Operations
      • Consulting
      • Cybersecurity
      • Data and Analytics
      • Enterprise Solutions
      • IoT and Digital Engineering
      • Network Solutions and Services
      • TCS Interactive
      • Sustainability Services
    • Products and Platforms
      • 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™
    Overview
  • 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
    • Cloud
    • Cognitive Business Operations
    • Consulting
    • Cybersecurity
    • Data and Analytics
    • 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™
  • Who we are
    • 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
    • About Us
      • Leadership
      • Corporate Sustainability
      • Diversity, Equity, and Inclusion
      • Corporate Social Responsibility
      • The TCS Way
      • Alliances
    • Research & Innovation
      • TCS Research
      • TCS Pace™
    • Our Brand
    Overview
  • About Us expand here
    • Leadership
    • Corporate Sustainability
    • Diversity, Equity, and Inclusion
    • Corporate Social Responsibility
    • The TCS Way
    • Alliances
  • Research & Innovation expand here
    • TCS Research
    • TCS Pace™
  • Our Brand
  • Insights
    • Overview Press tab for submenu items

      Extraordinary expertise leads to remarkable results.

      We share news, insights, analysis and research – tailored to your unique interests – to help you deepen your knowledge and impact.

      Discover Expert Insights
    • Customer Stories
    • Perspectives
    • Global studies
    • Topics
      • Metaverse
      • Sustainability
      • Cybersecurity
      • Blockchain
      • Cloud
      • Future of Work
      • Health & Wellness
      • IoT
      • Data Analytics and Storage
    Overview
  • Customer Stories
  • Perspectives
  • Global studies
  • Topics expand here
    • Metaverse
    • Sustainability
    • Cybersecurity
    • Blockchain
    • Cloud
    • Future of Work
    • Health & Wellness
    • IoT
    • Data Analytics and Storage
  • Careers
    • Overview Press tab for submenu items

      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
      • India
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Chile
      • Colombia
      • Ecuador
      • Mexico
      • Peru
      • Uruguay
      • USA
    • Asia Pacific
      • Australia
      • Mainland China
      • Hong Kong SAR
      • Indonesia
      • Japan
      • Malaysia
      • New Zealand
      • Philippines
      • Republic of Korea
      • Singapore
      • Chinese Taipei
      • Thailand
    • Europe and UK
      • Belgium
      • Denmark
      • Estonia
      • Finland
      • France
      • Germany
      • Hungary
      • Ireland
      • Italy
      • Luxembourg
      • Netherlands
      • Norway
      • Poland
      • Portugal
      • Spain
      • Sweden
      • Switzerland
      • United Kingdom
    • Middle East and Africa
      • Bahrain
      • Israel
      • Kuwait
      • Qatar
      • Saudi Arabia
      • South Africa
      • United Arab Emirates
    Overview
  • 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
    • Overview Press tab for submenu items

      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

      05 May 2025 Jazeera Airways Partners with Tata Consultancy Services to Power AI-led Transformation, Reimagine Digital Customer Experience
      02 May 2025 IBM, Tata Consultancy Services and Government of Andhra Pradesh to Deploy India’s Largest Quantum Computer in the Country’s First Quantum Valley Tech Park
      30 Apr 2025 TCS Collaborates with SAP to Enable Enterprise-wide GenAI and Cloud Adoption For its Customer
      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
      19 May 2025 TCS at Sapphire 2025
      View all
    • Media kit
    Overview
  • Press releases
  • News alerts
  • Analyst recognition
  • Events
  • Media kit
  • Investors
    • Overview Press tab for submenu items

      TCS works hand in hand with world-leading investors.

      Tata Consultancy Services Limited
      NSE:TCS
      INR
      Discover more FY24-25 debrief
    • Management Commentary
      • Latest Quarter Commentary
      • Annual Report Section
    • Financials
      • Quarterly Earnings Reports
      • Download TCS Data Sheet
      • Erstwhile CMC Financials
    • News and Events
      • Press Releases
      • Corporate Actions
      • Events
      • Calendar
    • ESG
      • Environment
      • Social
      • Governance
      • Policies and Reports
      • Stakeholder Engagement and Identification of Material Issues
    • Resources
      • Investor FAQs
      • eTDS Portal
      • Stock Information
      • Analyst Coverage
      • Subsidiaries
      • Subscribe to Investor Updates
      • Unclaimed Dividend Information
    Overview
  • 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
    • Press Releases
    • Corporate Actions
    • Events
    • Calendar
  • ESG expand here
    • Environment
    • Social
    • Governance
    • Policies and Reports
    • Stakeholder Engagement and Identification of Material Issues
  • Resources expand here
    • Investor FAQs
    • eTDS Portal
    • Stock Information
    • Analyst Coverage
    • Subsidiaries
    • Subscribe to Investor Updates
    • Unclaimed Dividend Information
  • Contact us
    TCS Worldwide
    tata.com logo tata.com logo Opens in new tab
    Top Results
    Showing
    10
    01 - 07
    • What We Do
    • Research

    Driving engineering decisions through digital transformation

    A technology platform to aid engineers across design and operations that helps make informed, real-time decisions.

    You have these already downloaded

    We have sent you a copy of the report to your email again.

    Research and Innovation

    TCS Research This will open an overlay

    TCS Research: Inventing to build sustainable futures

    TCS Research focuses at the intersection of computing and the physical, biological, behavioral, and mathematical sciences to build sustainable futures.
    Learn More
     about TCS Research: Inventing to build sustainable futures
    pace-banner
    Related Insights
    Designing Responsible AI with Agentic Architectures
    Agentic architectures represent a promising direction in embedding responsibility, better reasoning, and ethical compliance in AI models. Learn more.
    White Paper
    17 Apr 2025
    Going Beyond RAG: A Path to Unlocking Greater Data Value
    While retrieval augmented generation is a boost for LLMs, a next-gen approach will help AI transform into an active decision-making partner for better value.
    Blog
    24 Mar 2025
    How Agentic Architectures Can Improve LLMs’ Effectiveness
    Learn about agentic architecture and how integrating memory and attention mechanisms can help LLMs make reasoning pathways more transparent and effective
    Blog
    10 Mar 2025

    In this article

    Overview inpage
    The Technology inpage
    Select Applications inpage
    Potential Benefits inpage
    Overview inpage
    The Technology inpage
    Select Applications inpage
    Potential Benefits inpage
    Back to top Go to top
    In this articleinpage
    Go to top
    Overview The Technology Select Applications Potential Benefits

    Overview

    The successful realization of Engineering 4.0 needs the creation of a digital thread with digital twins and contextual knowledge that drives engineering decisions across product design, manufacturing and process operations, and in-service in an integrated fashion. This would require a knowledge-guided engineering analysis with automation and integration of various steps using physics-based simulations, machine learning over data, and formal decision-support tools.

    TCS Research is working on building a technology platform that can aid engineers across design and operations in making informed decisions in real time. These decisions are backed by the contextual delivery of knowledge from a digitally curated knowledge base supported by automation across complex tools and data. The technology platform being developed has been tested in diverse environments with considerable benefits and is continuously being enhanced with further research.

    A technology framework to help engineers make better decisions on design and operations

    An illustration depicting a technology platform powered by capabilities like decision support systems, modeling and simulation, analytics, and digital twins. The decision-making capabilities are backed by contextual knowledge delivery from a digitally curated knowledge base. This knowledge repository is supported by automation across complex tools and data. The capabilities drive engineering decisions across product design, manufacturing, process operations, and services in an integrated fashion.

    Technology Description

    The technology stack is developed based on a model-driven engineering framework which allows for formal specification of various entities through appropriate metamodels. This provides the flexibility to define various things at a higher level of abstraction and convert them to executable entities. Our metamodels, carefully developed for the engineering domain involving products, materials, manufacturing processes, and so on, provide a means to define subject-specific ontology. This ontology serves as ‘a semantic language’ for the expression of knowledge and data that helps achieve seamless integration between different elements of design and decision processes as shown in the image. A knowledge model allows for digital curation of knowledge in a machine-interpretable fashion on which in-silico contextual reasoning can be carried out. A process engine is guided by this knowledge to interact with the user and execute relevant tools with data in a seamless decision framework. Finally, past decisions made by the engineers is captured for further development of the knowledge base.

    An engineering framework to seamlessly integrate elements in design and decision processes

    This graphic depicts a model-driven engineering framework to integrate different elements of design and decision processes. Key elements featured in the framework include the following One: Machine learning / knowledge mining, comprising an input layer, hidden layers in between, and an output layer Two: Data sources / simulation. This includes computer aided design, simulation, data, and testing Three: Engineering / decision processes Four: Knowledge elements, comprising models, functions, procedures, documents, and expert inputs Five: Domain representation Six: Knowledge repository

    Select Applications

    Machine interpretable digitalization of design handbook knowledge, enabling automated verification of structural elements of an aircraft
    Benefit: Accelerate the product design process 

    Multi-scale simulation tools are integrated to aid design across product performance and manufacturing processes.
    Benefit: Make complex simulation based analysis available to designers

    A new paradigm for online FMEA or RCA with actionable knowledge curated from multiple documented sources
    Benefit: Advise operators on process risk and safety with reduced cognitive load

    A set of multi-scale simulation tools with digitally interpretable domain knowledge to decide on process setting in production of steel sheets
    Benefit: Enable field engineers to take decisions for variant product development thereby saving significant time


     

    Potential Benefits

     

    How the technology platform can help

    This illustration portrays the potential benefits of a technology platform that can help engineers across design and operations to make informed decisions. Here’s who benefits and how: 1. Plant personnel: Benefits include lowered cognitive load due to timely guidance under evolving scenarios; assistance in decision-making by way of leveraging past knowledge, simulation, and AI tools; creating autonomous operations 2. Product engineers: The platform helps this category by way of accelerated product development through timely delivery of contextual knowledge; knowledge-driven automation of design, analysis, and simulation; and systematic exploration of options to generate optimal designs  3. R&D engineers: Engineers in research and development stand to gain as the platform enables the digital transformation of core engineering functions. It future-proofs evolving engineering knowledge, and makes the enterprise engineering knowledge actionable   4. Business gains overall as the platform encourages the rapid development of methods for designers and operators; it helps create and curate knowledge and tools; it reduces experimentation and helps scale up faster with simulation and knowledge guidance

    Related reading

    1/4
    TCS Research Dinesh Srivasthav Puvvada Manoj Apte Vigneswaran R

    Leveraging AI-powered model for crypto money laundering detection

    White Paper | 29 Aug 2024   Opens in new tab
    2/4
    TCS Research Narayanan Rajagopal

    Ecosystem Modeling in a Digitally Simulated Electricity Market

    White Paper | 21 Mar 2024   Opens in new tab
    3/4
    TCS Research

    Empowering Forest Landowners to Measure and Monetize Carbon Credits

    Article | 23 Jan 2024   Opens in new tab
    4/4
    TCS Research

    A Journey from Software Development to Visual Intelligence Research

    Article | 19 Jan 2024   Opens in new tab

    Adaptability starts here

    Reimagine your future.

    Connect with us

    Find out more

    • What we do
    • The TCS Way
    Industries
    • 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
    • Artificial Intelligence
    • Cloud
    • Cognitive Business Operations
    • Consulting
    • Cybersecurity
    • Data and Analytics
    • Enterprise Solutions
    • IoT and Digital Engineering
    • Sustainability Services
    • Network Solutions and Services
    • TCS Interactive
    • TCS and AWS Cloud
    • TCS Enterprise Cloud
    • TCS and Google Cloud
    • TCS and Microsoft Cloud
    Products and Platforms
    • TCS ADD™
    • TCS BaNCS™
    • TCS BFSI Platforms
    • TCS CHROMA™
    • TCS Customer Intelligence & Insights™
    • TCS ERP on Cloud
    • ignio™
    • TCS HOBS™
    • TCS Intelligent Urban Exchange™
    • TCS OmniStore™
    • TCS Optumera™
    • TCS TAP™
    • Quartz™ – The Smart Ledgers™
    • TCS TwinX™
    • TCS MasterCraft™
    • Jile™
    • TCS iON™
    • TCS DigiBOLT™
    Insights
    • Customer Stories
    • Cloud
    • Blockchain
    • IoT
    • Metaverse
    • Future of Work
    • Health and Wellness
    • Sustainability
    • TCS.AI
    • Cybersecurity
    • Perspectives
    More information
    • Careers
    • Corporate Social Responsibility
    • Diversity, Equity, and Inclusion
    • Investor Relations
    • Sports Sponsorships
    • TCS Pace™
    • TCS Research
    • The TCS Way
    • Who we are
    Tata consultancy services
    ©2025 TATA Consultancy Services Limited
    ©2025 TATA Consultancy Services Limited
    • Privacy Notice
    • Cookie Policy
    • Accessibility Declaration
    • Disclaimer
    • Security Policy
    • California Notice at Collection
    • Customize Cookies
    More
    • FacebookOpen in New Tab Facebook
    • YoutubeOpen in New Tab Youtube
    • Twitter-XOpen in New Tab Twitter-X
    • InstagramOpen in New Tab Instagram
    • linkedinOpen in New Tab linkedin
    Contact Contact Press Enter to open an overlay
    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.
    Request for Services
    Investor information
    Media contacts
    Looking for something else?
    Analyst relations
    CSR
    Partnership
    Website feedback
    Accessibility Adjustments

    Theme

    Font size

    A
    DEFAULT
    A

    Line height

    DEFAULT