Tue 29 Apr 2025 - Spreadsheets are an essential part of the daily work life of actuaries but documenting them can be a tedious process.
This presentation introduces an AI-powered approach to automating Excel documentation using Large Language Models (LLMs).
By leveraging LLMs like ChatGPT, the system can generate meaningful summaries, describe column contents, detect patterns, and highlight inconsistencies in datasets.
The session features a live demonstration of an AI-driven Excel documentation tool, showcasing its ability to process an uploaded spreadsheet, extract key insights, and produce structured reports. We will explore the underlying framework, including Python, FastAPI, Pandas, and OpenAI’s API, and learn how these tools work together to enhance data interpretation.
This talk will also highlight real-world applications, discussing the benefits of AI-driven documentation, including improved efficiency, accuracy, and transparency in data handling. Additionally, potential enhancements and future directions in AI-powered data processing will be explored.
Aniketh Pittea, Grant Thornton