Skip to main content
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

      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
      13 Feb 2025 TCS Positioned as a Leader in IDC MarketScape for Worldwide Life Science R&D ITO Services 2024
      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
    • 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

      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
      13 Feb 2025 TCS Positioned as a Leader in IDC MarketScape for Worldwide Life Science R&D ITO Services 2024
      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
    • 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
    • Manufacturing
    • Solution

    TCS Manufacturing AI for Industrials            

    Share TCS Manufacturing AI for Industrials
    Linkedin
    X
    Facebook
    Email
    copied

    You have these already downloaded

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

    Industry

    Manufacturing This will open an overlay

    Future-Ready Manufacturing: Partnering in your journey to a sustainable manufacturing enterprise

    As the manufacturing value chain faces disruptions, know how TCS’ framework drives innovation and AI technology in manufacturing for better agility and growth.
    Learn More
     about Future-Ready Manufacturing: Partnering in your journey to a sustainable manufacturing enterprise
    manufacturing-bannner-card
    Related Insights
    Next-gen AMS operations for enterprise applications
    Learn how intelligent AI core guiding AMS operations enable data-driven, smarter decision-making and help perpetually adaptive enterprises survive and thrive.
    White Paper
    12 May 2025
    Metaverse-driven automotive manufacturing innovation
    With abilities like digital twin simulations and virtual environments, the metaverse is poised to bring a paradigm shift in the auto manufacturing value chain.
    White Paper
    13 May 2025
    Siemens Realize LIVE: Discussing Technology and Digital Transformation
    At the event, TCS will lead conversations on digital technologies, AI, and automation and how our solutions help drive future-ready manufacturing. Join us there.
    Events
    02 Jun 2025

    Highlights

    • Manufacturers need integrated data solutions that provide intelligent insights, help with faster decision making, and improve efficiency. It provides them with a distinct advantage in a rapidly changing environment.
    • TCS Manufacturing AI for Industrials is a contextualized generative AI solution that analyzes a company's internal data in real time and provides contextual insights.
    • The solution helps in faster decision making and improves efficiency on the shop floor across the Industrials value chain besides ensuring security and ethical AI practices.

    On this page

    Overview inpage
    Solution inpage
    Benefits inpage
    The TCS advantage inpage
    Overview inpage
    Solution inpage
    Benefits inpage
    The TCS advantage inpage
    Back to top Go to top
    On this pageinpage
    Go to top
    Overview Solution Benefits The TCS advantage

    Visit Booth #1314

    TCS at NVIDIA GTC 2025

    Overview

    In today's fast-paced manufacturing industry, vast data from supply chains, production, customer demand, and market trends present both challenges and opportunities. 

    This data, often siloed in production, supply chains, operations, marketing, and post-sales service, can be overwhelming and difficult to decipher. The complexity is further compounded by multiple layers of data intricacy that hinder efficient decision-making and reduce organizational agility. It requires the intervention of advanced, integrated data solutions, which are critical for manufacturers to maintain a competitive edge. These solutions must not only unify disparate data sources but also provide real-time actionable insights to empower manufacturers to take informed decisions swiftly.

    Open in an Overlay

    Solution

    TCS Manufacturing AI for Industrials is a best-in-class and contextualized generative AI (GenAI) solution. 

    It combines the power of large language models (LLMs) and our deep domain expertise to process enormous data sets across various business contexts such as supply chains and market trends. The solution is tailored to suit the needs of industrial manufacturers through three steps:  

    Fine tuning the model

    • Building a manufacturing lexicon: This involves creating a robust manufacturing lexicon by feeding the model with massive data sets of domain specific text and code. This can include using manufacturing process manuals, referencing technical documents such as white papers, industry standards, and engineering specifications relevant to the specific manufacturing domain. Creating a lexicon will also involve having industry glossaries and textual data extracted from interviews with experienced workers, capturing undocumented best practices and troubleshooting techniques.
    • Curating for manufacturing expertise: With the manufacturing lexicon in place, we can fine tune the pre-trained model. This involves retraining the model on the curated dataset and focusing on specific relationships and patterns such as specialized language use in manufacturing, identifying process relationships, and uncovering hidden insights from process manuals.
    • Instruction-tuning for function-specific expertise: As the solution delves deeper into function-specific knowledge, the model is exposed to even more specialized data sets such as function-specific process manuals, service manuals, and troubleshooting guides. It is also trained for understanding function-specific workflows and solutions that can come handy for specific and contextualized instruction to maintenance technicians.
    • Giving a specific enterprise’s context: This process involves incorporating enterprise-specific data to create a custom model that is enterprise-wise with company specific knowledge such as products, processes, policies, procedures, production data, and personalized recommendations.
    Customizing Large Language Models

    General purpose models, while powerful, are trained on broad data and lack the nuanced understanding of specialized domains like manufacturing. This can lead to generic or irrelevant outputs (hallucinations). Our Manufacturing AI solution addresses this by progressively refining the model: first with manufacturing-specific data ('manufacturing-wise'), then with function-specific manuals and documents ('function-wise'), and finally by grounding it in the enterprise's unique context through retrieval assisted fine tuning (RAFT) ('enterprise-wise').

    Improving model outputs with RAG

    The solution enhances the custom model with Retrieval Augmented Generation (RAG), helping it to further ground model output with organization’s internal data in real-time. This advanced capability allows the model to deliver contextually relevant insights tailored to specific business needs. By leveraging real-time data from various internal sources, we ensure that the model does not hallucinate, and its analysis and recommendations are always up-to-date and accurate.

    Implementing enterprise guardrails

    The final step is to implement guardrails to ensure data security, privacy, and Responsible AI practices. These include data synchronization and encryption, a human-in-the-loop system for ensuring transparency and mitigating bias in the model output.

    These steps build a powerful and specialized model that enhances manufacturing expertise and improves operational efficiency across the organization.

    We have supercharged a general-purpose LLM with deep manufacturing expertise using NVIDIA's comprehensive AI toolkit (NeMO, RAPIDS, Metropolis, NIM Microservices). This unlocks unprecedented potential for intelligent manufacturing operations.

    High-Level Solution Architecture

    This solution leverages NVIDIA's AI platform to transform general-purpose LLMs into a manufacturing knowledge powerhouse. NVIDIA NeMo enables LLM customization, while NVIDIA RAPIDS accelerates data processing for efficient training and deployment. NVIDIA Metropolis facilitates integration of vision AI, and NVIDIA NIM microservices ensure scalability.

    Benefits

    TCS Manufacturing AI for Industrials elevates manufacturing by overcoming barriers related to tacit knowledge and complex documentation.

    The solution offers the following benefits for enterprises:

    Increased Accuracy: The model can analyze vast amounts of data, minimizing human error and ensuring consistent adherence to best practices, leading to higher quality output.

    Contextual enterprise knowledge: A domain-specific model, trained in manufacturing-related content, can deeply understand industry-specific terminology, processes, and challenges, unlike general purpose models.

    Availability of tacit and expert knowledge: The solution democratizes domain expertise by making it available across the enterprise, regardless of the physical location or availability of human experts.

    Faster decision making: In the manufacturing sector, decisions often need to be made quickly and based on precise information. TCS’ solution can quickly analyze large volumes of data and texts to provide insights that help decision-makers avoid costly mistakes, predict maintenance issues, or optimize supply chain logistics.

    Cost efficiency: By automating the retrieval and generation of expert knowledge, this solution cuts down on the time and labor expenses involved in manual research and problem-solving. The custom model-based solution is particularly beneficial for troubleshooting and maintenance, where AI can provide quick guidance on common issues, therefore reducing downtime, and the need for expensive specialist interventions, leading to overall cost efficiency.

    Proactive risk management: By analyzing trends and predicting potential equipment failures, the solution enables preventive maintenance that avoids expensive downtime and guarantees a seamless production process. This proactive approach to risk can help companies avoid significant financial losses and safety incidents.

    Swipe Left
    Swipe Right

    Manufacturers can now achieve unprecedented accuracy and access the tacit knowledge to optimize their operations, improve decision-making, and drive impactful innovation. This is possible with TCS' Manufacturing AI for Industrials solution, which leverages NVIDIA technology to harness the power of LLMs (large language models) and is fine-tuned with TCS' deep manufacturing industry expertise. TCS is committed to providing manufacturing enterprises with the transformative AI solutions they need to make them future-ready and lead the charge toward a smarter, more sustainable future.

    Anupam Singhal

    President - Manufacturing, TCS

    TCS advantage

    TCS is well positioned to be a partner of choice in the journey for manufacturers given its proven track record in the industry

    TCS brings the following differentiators to an engagement:

    Deep domain and contextual expertise: TCS has a pool of industry experts who are experienced in multiple manufacturing functions. From service technicians and plant operators to dealer managers and production planners, our specialists are available to assist in identifying, developing, and supporting the most up-to-date and suitable solutions and technologies for our clients.

    Cross-industry experience: Businesses are more interconnected than ever before and need cross-industry expertise and leading practices. Collaborating with clients across various industries, including travel and transportation, retail and insurance provides a comprehensive, end-to-end understanding of enterprise business operations and expertise.

    Enterprise AI at scale: Our 3P strategy - patents, products, and platforms - and more than 300,000 AI-trained associates help us to deploy enterprise AI at scale.

    Partner ecosystems: Our established partnerships with hyperscalers and AI partners, extensive TCS COINTM network, and co-innovation facilities such as TCS Pace Port™ will help clients scale and accelerate the path to value.

    Related reading

    Swipe Left
    Swipe Right

    TCS at NVIDIA GTC 2025

    Events | 28 Jan 2025   Opens in new tab

    TCS Launches NVIDIA Business Unit to Accelerate AI Adoption for Customers Across Industries

    Press Releases | 24 Oct 2024   Opens in new tab

    Power the future with TCS GenAI for Manufacturing

    27 Aug 2024   Opens in new tab

    Generative AI: Powering Next-generation Manufacturing

    White Paper | 22 Feb 2024   Opens in new tab

    Reimagining Warranty Claims Management with Intelligent Technology

    White Paper | 29 Jan 2024   Opens in new tab

    Data: The foundation of AI-driven transformation in Manufacturing

    Blog | 28 Jul 2022   Opens in new tab

    The future of mobility starts here

    Revolutionize the future of mobility with TCS

    Talk to an expert
    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