Project Management

Unlocking Collective Wisdom: Generative AI for Lessons Learned Analysis in Project Management

In a rapidly evolving technological landscape, the ability to learn from past projects is invaluable but often underutilized. This presentation unravels a novel approach to harnessing the wealth of data on 'Lessons Learned' across multiple projects using Generative AI. Pascal Brunet introduces the problem scope, emphasizing the existing gap between data collection and actionable insights. He demonstrates a step-by-step methodology, starting from data consolidation using VBA scripts—developed with the help of language models—to the final import and analysis using generative AI algorithms. The objective is to mine the 'Lessons Learned' data to produce actionable recommendations that can empower company employees in future projects. By bridging the divide between raw data and meaningful action, this approach positions itself as a pioneering solution in the field of project management and organizational learning.

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"Nearly every great advance in science arises from a crisis in the old theory, through an endeavor to find a way out of the difficulties created. We must examine old ideas, old theories, although they belong to the past, for this is the only way to understand the importance of the new ones and the extent of their validity."

- Albert Einstein

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