IEEE VIS 2024 Content: Strategic management analysis: from data to strategy diagram by LLM

Strategic management analysis: from data to strategy diagram by LLM

Richard Brath - Uncharted Software, Toronto, Canada

Adam James Bradley - Uncharted Software, Toronto, Canada

David Jonker - Uncharted Software, Toronto, Canada

Room: Bayshore II

2024-10-14T16:00:00ZGMT-0600Change your timezone on the schedule page
2024-10-14T16:00:00Z
Exemplar figure, described by caption below
From insight generation to diagram by LLM: 1. The LLM generates insights from data. 2. The LLM organizes insights by a strategy management analysis framework, e.g. Porter’s Five Forces of Value Discipline. 3. The LLM generates the corresponding strategy management diagram.
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Abstract

Strategy management analyses are created by business consultants with common analysis frameworks (i.e. comparative analyses) and associated diagrams. We show these can be largely constructed using LLMs, starting with the extraction of insights from data, organization of those insights according to a strategy management framework, and then depiction in the typical strategy management diagram for that framework (static textual visualizations). We discuss caveats and future directions to generalize for broader uses.