Managing artificial intelligence projects: Key insights from an AI consulting firm

G Vial, AF Cameron, T Giannelia… - Information Systems …, 2023 - Wiley Online Library
While organisations are increasingly interested in artificial intelligence (AI), many AI projects
encounter significant issues or even fail. To gain a deeper understanding of the issues that …

Organizational Implementation of AI: Craft and Mechanical Work

K Hopf, O Müller, A Shollo… - California Management …, 2023 - journals.sagepub.com
Recent years have brought major technological breakthroughs in artificial intelligence (AI),
and firms are expected to invest nearly $98 B in 2023. However, many AI projects never …

The expectations of project managers from artificial intelligence: A Delphi study

V Holzmann, D Zitter… - Project Management …, 2022 - journals.sagepub.com
Artificial intelligence (AI) technologies are rapidly developing these days and are expected
to impact the field of project management on multiple levels; however, there remains a high …

Failure of AI projects: understanding the critical factors

J Westenberger, K Schuler, D Schlegel - Procedia computer science, 2022 - Elsevier
Adoption of artificial intelligence (AI) has risen sharply in recent years but many firms are not
successful in realising the expected benefits or even terminate projects before completion …

Project management: openings for disruption from AI and advanced analytics

F Niederman - Information Technology & People, 2021 - emerald.com
Purpose The purpose of this essay is to illustrate how project management “pull” and AI or
analytics technology “push” are likely to result in incremental and disruptive evolution of …

Empirically exploring the cause-effect relationships of AI characteristics, project management challenges, and organizational change

C Engel, P Ebel, B van Giffen - … Through Information Systems: Volume II: A …, 2021 - Springer
Artificial Intelligence (AI) provides organizations with vast opportunities of deploying AI for
competitive advantage such as improving processes, and creating new or enriched products …

Organizational capabilities for ai implementation—coping with inscrutability and data dependency in ai

M Weber, M Engert, N Schaffer, J Weking… - Information Systems …, 2023 - Springer
Artificial Intelligence (AI) implementation incorporates challenges that are unique to the
context of AI, such as dealing with probabilistic outputs. To address these challenges, recent …

Revisiting automated project management in the digital age–a survey of AI approaches

G Auth, O JokischPavel, C Dürk - Online Journal of Applied Knowledge …, 2019 - iiakm.org
In this decade, remarkable progress has been made in the field of artificial intelligence (AI).
Inspired by well-known services of cognitive assistance systems such as IBM Watson …

Towards effective AI-powered agile project management

HK Dam, T Tran, J Grundy, A Ghose… - 2019 IEEE/ACM 41st …, 2019 - ieeexplore.ieee.org
The rise of Artificial intelligence (AI) has the potential to significantly transform the practice of
project management. Project management has a large socio-technical element with many …

Adopting Agile software development: the project manager experience

KJ Taylor - Information Technology & People, 2016 - emerald.com
Purpose Early research into Agile approaches explored particular practices or quantified
improvements in code production. Less well researched is how Agile teams are managed …