TCS AI Spectrum for BFSI
Building AI applications of varying complexity including multi-modality, uncovering deeper insights
Industry
Banking
Banking Services Transformation: Unlocking Exponential Value
Solution
Artificial Intelligence
Shape the future with human-first AI
Highlights
- In the evolving landscape of finance, data is a critical asset, yet financial institutions face a significant hurdle when it comes to deriving actionable insights from heterogenous data sources.
- TCS AI Spectrum empowers organizations to extract business insights from their enterprise-wide knowledge base, facilitating quicker and more informed decision-making.
- Develop custom LLMs that reflect the brand's voice and adhere to enterprise guidelines.
Overview
In the ever-evolving landscape of finance, data is a critical asset.
Financial institutions face a significant challenge when it comes to managing the relentless flow of documents as part of their daily operations. The BFSI sector faces several challenges in document processing, including:
- Volume and Variety of Data
- Regulatory Compliance
- Data Accuracy and Quality
- Legacy Systems
- Security Risks
- Scalability
Efficiently extracting essential information from the vast array of documents is not merely a necessity, but a strategic imperative. This is where Artificial Intelligence (AI) can be a powerful ally: Helping transform financial document processing and enabling organizations to thrive in a data-driven environment.
With its vast expertise in AI, TCS has created a comprehensive offering, TCS AI Spectrum for BFSI, to address the exponentially growing need of having end-to-end AI enabled platform for operationalizing Composite AI (predictive AI and Generative AI) across the value chain.
TCS AI Spectrum for BFSI
Empowers BFSI firms to rapidly leverage the power of Artificial Intelligence (including Generative AI) to innovate and respond swiftly to market demands
TCS AI Spectrum for BFSI
TCS AI Spectrum for BFSI
TCS AI Spectrum for BFSI has been developed leveraging NVIDIA top to down ecosystem including NVIDIA hardware and NVIDIA NIM™
- Data Preparation and Curation: NeMo Curator simplifies the process of collecting, cleaning, and organizing the vast amount of financial data such as financial statement, operational details, products, services including unstructured data.
- Language Understanding and Embedding: The NVIDIA Embedding Model plays a crucial role in analyzing the curated text data, identifying key concepts and relationships within the BFSI domain.
- Fine-tuning and Customization: NeMo Customizer takes center stage in transforming the LLM from generic to BFSI-context, enterprise-wise, and beyond.
- Scalability and Efficiency: NeMo Customizer accelerates the entire training process. This software suite provides tools for efficient model training on GPUs, significantly reducing the time it takes to fine-tune the model for each stage.
- Safety and Security: NeMo Guardrails uphold responsible AI practices. It provides tools for safe, topical and secure guard railing.
- Optimized Inferencing: NVIDIA TensorRT optimizes the model inferencing for low latency and high throughput on NVIDIA GPUs.
Benefits
TCS AI Spectrum for BFSI helps drive business decisions with the power of Composite AI
Our unique framework empowers BFSI firms to rapidly leverage the power of Generative AI to innovate and respond swiftly to market demands.
By empowering advisors, fund managers, investors, regulators, etc. with on-demand access to BFSI-context, and insights from enterprise proprietary data, the offering securely enables faster decision-making, and facilitates continuous learning.
This framework paves the way for accelerated adoption of AI with higher accuracy and efficiency.
TCS Advantage
TCS’ extensive industry experience, AI ready workforce and technology partnerships makes us the partner of choice for financial institutions.
- Industry Focus: TCS has years of industry expertise and deep customer contextual knowledge across different Lines of Business in the BFSI sector.
- NVIDIA Partnership: NVIDIA Labs provide access to GPUs & NVIDIA frameworks which is leveraged to build domain centric LLM, solutions and capabilities to bring efficiency and reduce cycle time for client deployments.
- AI expertise: With the use of robust and balanced TCS AI for BFSI framework that incorporates various GenAI patterns, from retrieval augmented generation to model fine-tuning, AI enabled transformations can be built in client landscape.
- Enterprise AI at Scale: Our 3P strategy – patents, products & platforms – and our rich pool of 100,000+ AI-trained associates help enterprises turn the potential of AI into relevant, sustainable solutions for their businesses.
- Partner Ecosystems: Our strong partner ecosystems including our hyperscaler partnerships, COIN™ network, and co-innovation facilities such as TCS Pace Port™ help enterprises scale and accelerate the journey to value.
