Are LLMs the answer to everything
Prof. Mausam, IIT Delhi
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The banking sector is experiencing significant changes primarily driven by the growing integration of technology into consumers’ daily lives, evolving customer expectations, increasing interest in digital money and the volatility of cryptocurrencies. The potential annual value of AI and analytics for the global banking industry is expected to be as high as $1 trillion.
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Lead Authors@lab45: Deepika Maurya, Chandan Jha
Contributing Authors@lab45: Sujay Shivram, Hussain S Nayak
10:24 Minutes The average duration of a captivating reports.
GenAI is changing the banking industry through work automation, individualized customer experiences, and fraud detection. Operational cost savings from using GenAI chatbots in banking globally is 35 times more than not using GenAI. GenAI helps banks increase productivity, lower expenses, and enhance customer happiness.
Among industries globally, GenAI could add about $ 3.5 trillion annually in productivity on average, out of which the banking sector would be nearly 8 per cent. Banks are starting with applications in software development, chatbots and media content generation. GenAI has vast potential to execute business and technology processes autonomously. The operational cost savings from using GenAI chatbots in banking reached $7.3 billion globally. It is 35 times the operational savings without using GenAI. The integration of GenAI with virtual assistants has significantly enhanced customer support and experience. GenAI enables banks to automate crucial processes such as customer onboarding, fraud detection, and risk management. As a result, employees can concentrate on more intricate tasks, such as delivering exceptional customer support. The banking sector can significantly benefit from this, leading to an overall increase in efficiency. Download Complete Research
Empowering customers through GenAI
Corporate banking, retail banking and software engineering are the most value-creating functions with each providing a value of about $ 50 billion. The rest of the functions include wealth management, asset management, risk, IT and finance and HR. Download Complete Research
The diagram below shows the impact of GenAI on banks' functional architecture
GenAI is in nascent stage, but it has the potential for vast changes in banking. The following use cases are expected to prevail in future:
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Author@lab45: Poonam Pawar, Hussain S Nayak
07:03 Minutes The average duration of a captivating reports.
The aviation industry is expanding rapidly, making it imperative to adopt sustainable practices. Airports worldwide are taking significant measures to reduce their carbon footprint, conserve natural resources and encourage social responsibility but still more needs to be done.
The aviation industry contributes to global carbon emissions, with airports accounting for about 2-3% of that contribution. While this is not very significant and airports are committing to Net-zero, they impact the environment in many other ways. Airports consume significant amounts of energy and water and generate waste equivalent to small cities and contribute significantly to noise pollution leading to health disorders in the neighbourhood. Airports also promote economic growth through trade, tourism, job opportunities, support for local businesses, and regional development and hence a sustainable balance is the need of the hour.
Airports around the world are recognizing the importance of sustainability and are implementing various eco-friendly initiatives to reduce their ecological footprint. Four key areas of focus have emerged: energy, waste, water, and noise. Some leading airports have already implemented sustainable initiatives, such as using recycled materials for construction and mandating the use of reusable tableware in food and beverage establishments. Emerging ideas include hydrogen fuel cells and bio fuels (for energy), AI and IOT Sensors for optimal water usage, hydrothermal liquefaction and AI/ML to detect recyclables for waste and AR safety programs and Noise insulation techniques for Noise impact reduction. Others need to assess their current state and take steps that best suit their situation. Download Complete Research
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Author@lab45: Deepika Maurya
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