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Reimagining Financial Modeling in Investment Banking with Generative AI

  • Financial modeling in investment banking is being reimagined with the help of Generative AI, moving away from traditional Excel-based models towards intelligent, adaptive systems such as LLMs and platforms like LangChain and LangGraph.
  • Generative AI is enhancing financial modeling by providing augmentation and aiding human judgment rather than replacing it, with innovations like RAG Pipelines making models more contextually aware.
  • Key areas where AI is transforming financial modeling include scenario analysis, natural language to code/model transformation, accelerated due diligence, continuous model updating, custom report generation, and enhanced decision-making.
  • While generative AI brings significant benefits to financial workflows, collaboration with human experts remains crucial, requiring a blend of innovation, transparency, governance, and ethical oversight to harness its full potential in investment banking.

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