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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.

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      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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      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
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      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

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      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
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    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
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      • Healthcare
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      • Insurance
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    • 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
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  • 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
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      • The TCS Way
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    • 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
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    • Global studies
    • Topics
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      • Blockchain
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  • 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
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  • 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
      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
    • 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
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      • Policies and Reports
      • Stakeholder Engagement and Identification of Material Issues
    • Resources
      • Investor FAQs
      • eTDS Portal
      • Stock Information
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      • Subsidiaries
      • Subscribe to Investor Updates
      • Unclaimed Dividend Information
    Overview
  • Management Commentary expand here
    • Latest Quarter Commentary
    • Annual Report Section
  • Financials expand here
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    • Download TCS Data Sheet
    • Erstwhile CMC Financials
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    TCS Advanced Quantz & Analytics services

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    Highlights

    • There is no dearth of data for banking, financial services, and insurance (BFSI) organizations. What is challenging is getting timely, relevant, actionable insights from the data.
    • TCS Advanced Quantz & Analytics creates new opportunities with precise, actionable insights from data through enterprise-wide analytics and offers robust back-testing for effective risk hedging.
    • The offering delivers better, faster, business-contextualized analytics by working on both front-office-focused growth and back-office-focused optimization.

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    Overview Challenge Solution Benefits The TCS advantage

    Overview

    The journey from data to insights is complex and often challenging for banking, financial services, and insurance (BFSI) organizations.

    They are under a lot of scrutiny from regulators and face heavy penalties for not meeting customer and mission- critical objectives. To overcome this, the industry has been on the look-out for better techniques to complement their analytics landscape with smarter investment models, data-driven AI-ML capabilities, enhanced risk detection and hedging models, accurate forecasting and behavioral models, and effective anti-financial crime strategies.

    TCS Advanced Quantz & Analytics is a highly business (front-office)-focused offering that helps BFSI customers become more competitive with best-in-class engineering combined with business contextualization, strategy, design, consulting, and innovation services. With its machine learning (ML) and deep learning components like ML-based pricing models, simulators, incremental alpha models, predictive analytics for claims, and large language model (LLM)-based underwriting extraction and scoring, it delivers the experience and promise of analytics-enabled ecosystem. This, coupled with ML-based data quality capabilities, synthetic data generation, quantitative modelling, data science monitoring, and explainable AI, the TCS Advanced Quantz & Analytics offering ensures enhanced customer experience.

    Challenge

    Despite the abundance of data, BFSI organizations are struggling to derive actionable insights out of

    While firms have tried to take this challenge head-on with analytics programs to improve client experiences and fend off competition from new entrants outside the traditional financial services industry, not many have succeeded. The main reason is that these programs are often siloed and do not cut across the enterprise. Compounding the issue is the changing nature of regulations and problems related to data security, validation, and governance.

    TCS provides end-to-end analytics services to help organizations solve both growth and transformation (top line) and optimization (bottom line) problems. By harnessing the power of deep learning AI-ML and LLM models, TCS Advanced Quantz & Analytics opens up new opportunities and incremental alpha with precise and actionable insights from data along with robust back-testing for better risk hedging (Figure 1). Working at the enterprise level, the offering helps scale analytics journey by intelligently addressing complex business use cases like trade and market surveillance, fraud detection, data quality through ML, 360-degree persona, and many more. 

    A graphic illustrating how TCS Advanced Quantz & Analytics can transform the BFSI landscape.

    A graphic showing the many benefits that TCS Advanced Quantz & Analytics offers to BFSI organizations. TCS Advanced Quantz & Analytics creates new opportunities for retail and private banks, CIB, AM/IM, insurance, and payments entities by harnessing the power of deep learning AI-ML and LLM models and provides incremental alpha with precise and actionable insights from data. The offering can be implemented at various venues. It can be of great benefit for investment banks, boutique banks, stockbrokers, market makers, and energy trading houses on the sell side; hedge funds, asset management, private equity firms, pension funds, mutual funds, and proprietary trading firms on the buy side; at trading venues such as exchanges, regulated markets, multilateral trading facilities, and organized trading facilities; besides financial conduct authorities, market regulators, central banks, central clearing counterparties, and regional regulators. The offering can integrate with multiple functions such as governance, risk, and compliance (GRC), front-office quants, model risk, portfolio analytics, marketplace, financial crime and compliance, forecasting and pricing, and data and advanced analytics. Its output includes mathematical models, portfolio analytics, data science models, advanced risk modeling, graph, XVA, and surveillance analytics, and econometric and capital modeling.

    Solution

    TCS helps solve real-world problems with the power of data science and machine learning.

    Working on both front-office-focused growth and back-office-focused optimization, TCS Advanced Quantz & Analytics helps deliver better, faster, and effective business-contextualized analytics.

    The offering provides:

    • Advanced machine learning and data science (ML-AI) capabilities
    • Quantitative modeling and financial engineering for BFSI customers
    • Enterprise-wide analytics (cloud and advanced visualization)–incubation to scaling
    • Deep learning-based knowledge graph applications across complex use cases at enterprise level

    These capabilities are strengthened with insights from TCS' applied data science center of excellence (CoE), quantz CoE, applied analytics CoE, and semantics and graph CoE, respectively.    

    Benefits

    TCS Advanced Quantz & Analytics helps improve growth and transformation strategies through advanced analytics application.

    The key benefits of the offering are:

    • Better front-office focus through growth-focused analytics modeling
    • Effective risk hedging through better back-testing strategies
    • Superior techniques for quant modeling–market risk, portfolio analytics
    • Accurate pricing and forecasts for better quotes
    • For insurers, ML application segments existing customers based on their risk levels
    • Asset allocation through short-term pool structures for insurers
    • Shifting underwriting from traditional to ML-based scoring models
    • Application of generative AI and LLM models for intelligent insight extraction (doc-based) through decision intelligence
    • Effective anti-financial crime strategies to mitigate financial risk and improve compliance
    • Trade and market surveillance through advanced network representation to detect manipulation 
    • Risk detection and prevention

    The TCS advantage

    TCS leverages its domain expertise and partnership ecosystem to deliver unmatched outcomes.

    1. Ecosystem access:

    • Partnership and alliance access to more than 1,000 ecosystem players to help in various aspects of customer pain areas
    • Industry expertise of platforms catering to customer journey creation, monitoring, and design
    • Incubation and early technology access to more than 500 fintech players as part of COIN™ ecosystem, providing competitive advantage to TCS customers 

    2. Domain expertise:

    • Servicing more than 154 BFSI customers in more than 3,000 processes close to business
    • Practitioner view and experience of more than 50,000 full-time equivalents (FTEs) involved in BFSI operation
    • Servicing 24 top Fortune 100 customers; contact centers to understand the end-customer perspective and pains

    3. End-to-end capabilities:

    • Only service provider in the market, which can bring the capabilities of platform, service, technology service delivery capabilities bundled with rich consulting capabilities
    • Walk the talk from consulting to implementation

    4. Business model innovation:

    • Outcome-focused engagement for heightened accountability and service leadership
    • Modular and flexible engagement enabling efficiency
    • Completely platform-agnostic service as well as platform (partner)-bundled service providing seamless service guarantee
    • Reimagine current business landscape through advanced ML-based models and frameworks, replacing traditional models, thus enabling digital transformation

    Related reading

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    Generative AI in Finance: Opening up a Sea of Possibilities

    White Paper | 23 Feb 2024   Opens in new tab

    TCS GenAI for BFSI

    26 Feb 2024   Opens in new tab

    Quantitative modelling and analysis and its role in finance

    Blog | 28 Sep 2023   Opens in new tab

    Augmenting the reliability of AI in financial services

    White Paper | 05 Jan 2024   Opens in new tab

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