India's largest platform and marketplace for GCC & AI leaders and professionals

Sign in

India's largest platform and marketplace for GCC & AI leaders and professionals

3AI Digital Library

AI/ML Ecosystem in Financial Services

3AI June 19, 2022

Gokulraj Perumal 
Associate Principal
 eClerx

Technology-led customer expectations, fintech disruptors, challenging & changing regulatory frameworks and the blurring lines between industries….bank, insurance, IT, retail and telco businesses keep life interesting for the Financial Services sector. Financial institutions are finding new ways to incorporate tech into their services to be competitive and AI/ML are an integral part of this agenda.

In this session, Gokul shared interesting insights on the adoption of AI/ML in Financial Services and the spectrum of aspects AI/ML journey needs to address in this industry. He gave a walkthrough of the areas where the AI/ML are being applied – Fraud detection (transaction monitoring and anti-money laundering), Trading, Credit risk management, Personalised banking, Intelligent document processing, Process automation, Predictive analytics and control functions.

Gokul also touched upon Privacy Enhancing Computation & Explainable AI aspects which are of higher importance for the financial institutions as compliance and regulatory aspects.

    3AI Trending Articles

  • Unlocking HR Potential: The Transformative Benefits of Generative AI in Human Resources

    Featured Article: Author: Vipin Verma, Orange Business Services Introduction to Generative AI in Human Resources Human Resources (HR) is a critical function in any organization, responsible for managing and developing the most valuable asset: the workforce. With the advancements in technology, particularly in the field of Artificial Intelligence (AI), HR has the opportunity to unlock […]

  • Enriching Customer Data Platforms with Customer Identity Graphs in a Cookieless World

    Featured Article: Author: Jayachandran Ramachandran, Senior Vice President – Artificial Intelligence Labs, Course5 Intelligence The pandemic has created substantial changes in our shopping behavior. Even diehard offline buyers have moved to online channels, experiencing new ways of buying and fulfilling their needs through the digital ecosystem. Improving customer engagement and value realization by providing relevant […]

  • Embedding Data Quality in Data Strategy & Design for AI

    Featured Article: Author: Prabhu Chandrasekaran AI has been there over a decade, and with Gen AI touching newer frontiers and pushing the envelope across boundaries irrespective of industries and part of the society, One thing that is clearly emerging  world is not the same and – “Data” is not mere oil but a “Strategic Asset”. […]

  • CES 2021 conference stress importance of security education

    Experts at the CES 2021 conference stress importance of security education The “second age” of quantum computing is poised to bring a wealth of new opportunities to the cybersecurity industry – but in order to take full advantage of these benefits, the skills gap must be closed. This was the takeaway of a discussion between […]