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Strategic management analysis: from data to strategy diagram by LLM

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arxiv 2409.06643 v1 pith:XXG5KXHL submitted 2024-09-10 cs.HC

classification cs.HC
keywords managementstrategyanalysesanalysisdatadiagramframeworkinsights
verification ladder T0 review T1 audit T2 compute T3 formal
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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.

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Cited by 1 Pith paper

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  1. Visual Text Mining with Progressive Taxonomy Construction for Environmental Studies

    cs.HC 2025-02 conditional novelty 6.0 of 10

    An interactive text-mining system combines a three-step LLM prompting pipeline with a consistency-based uncertainty chart for progressive DPSIR taxonomy refinement.

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