Adoption av Generativ Artificiell Intelligens i Professionella Tjänster : en Fallstudie av ett Etablerat Bolag

This study explores the adoption of Generative Artificial Intelligence within an established Professional Service Firm, focusing on its implementation in tax operations through a single case study. The findings reveal that while Generative Artificial Intelligence automates some menial tasks, its primary function is to augment the capabilities of tax professionals across various use cases. Despite a gradual transformation and anticipated disruptions yet to fully materialize, improvements in efficiency and quality of deliverables are reported. As professionals navigate challenges such as hallucinations, potential data breaches and difficulties allocating time, two distinct strategies emerge: implementation-methods and learning-methods. Implementation-methods involve procedures for integrating AI into workflows, characterized by validating and revising AI inputs and outputs. Learning-methods instead describe how professionals develop expertise in using AI through experimentation and collaboration, highlighting the significance of social support in the adoption process. Ultimately, while the integration of AI enhances client deliverables and offers valuable learning opportunities for the firm, concerns arise regarding the acquisition of domain knowledge by junior staff, potentially impacting their future effectiveness in leadership roles.

Publication Details

Journal
KTH Publication Database DiVA (KTH Royal Institute of Technology)
Published
2025-01-01
Primary Topic
Artificial Intelligence in Law
Type
article
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article

Adoption av Generativ Artificiell Intelligens i Professionella Tjänster : en Fallstudie av ett Etablerat Bolag

KTH Publication Database DiVA (KTH Royal Institute of Technology)
Artificial Intelligence in Law
article

Adoption av Generativ Artificiell Intelligens i Professionella Tjänster : en Fallstudie av ett Etablerat Bolag

article en

Abstract

This study explores the adoption of Generative Artificial Intelligence within an established Professional Service Firm, focusing on its implementation in tax operations through a single case study. The findings reveal that while Generative Artificial Intelligence automates some menial tasks, its primary function is to augment the capabilities of tax professionals across various use cases. Despite a gradual transformation and anticipated disruptions yet to fully materialize, improvements in efficiency and quality of deliverables are reported. As professionals navigate challenges such as hallucinations, potential data breaches and difficulties allocating time, two distinct strategies emerge: implementation-methods and learning-methods. Implementation-methods involve procedures for integrating AI into workflows, characterized by validating and revising AI inputs and outputs. Learning-methods instead describe how professionals develop expertise in using AI through experimentation and collaboration, highlighting the significance of social support in the adoption process. Ultimately, while the integration of AI enhances client deliverables and offers valuable learning opportunities for the firm, concerns arise regarding the acquisition of domain knowledge by junior staff, potentially impacting their future effectiveness in leadership roles.

KTH Publication Database DiVA (KTH Royal Institute of Technology)
Openalex Percentile: Top 41%
Artificial Intelligence in Law
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Adoption av Generativ Artificiell Intelligens i Professionella Tjänster : en Fallstudie av ett Etablerat Bolag · KTH Publication Database DiVA (KTH Royal Institute of Technology) (2025) | TGRS Research Map | TGRS