Strategic project leadership: the case for integrating systems thinking and artificial intelligence
Strategic project leadership: the case for integrating systems thinking and artificial intelligence
This paper positions itself at the intersection of systems thinking and Artificial Intelligence (AI) within the context of strategic project leadership, responding to the escalating complexity and interdependence inherent in modern project environments. Traditional project management methods often fall short in addressing the manifold challenges of today’s large-scale projects, where leaders must navigate complex dependencies, rapid technological transitions, and a spectrum of competing priorities. In order to bridge these gaps, this paper presents an Integrated Intelligence Framework, which unites the epistemological depth of systems thinking with the analytical precision of AI. Through this dual approach, project leaders gain a sophisticated toolkit to manage complexity, anticipate challenges, optimise resource allocation, and align project outcomes with broader organisational objectives. Key contributions include emphasising the importance of data governance and quality, which are foundational to credible AI insights, and establishing ethical and transparent practices to mitigate risks associated with AI’s expanding role in decision-making. Additionally, we highlight the significance of cross-functional collaboration and adaptive team training, which collectively support a systems-thinking mindset and enable the effective application of AI tools. Practical guidance on agile and hybrid methodologies is also offered, illustrating how iterative approaches facilitate real-time adaptation to shifting project conditions. The framework also further underscores the need for alignment with organisational goals, ensuring that AI and systems thinking are not only tactical tools but strategic assets. We thus argue that the implications of this work extend beyond operational efficiencies, reshaping our understanding of project leadership in complex environments.
System Dynamics, Artificial Intelligence, Strategic Project Leadership, Data-Driven Decision Making, Organisational Alignment, Predictive Analytics
Dacre, Nicholas
90ea8d3e-d0b1-4a5a-bead-f95ab32afbd1
Kockum, Fredrik
e040a4bb-7c5a-4920-8cac-aabd6ffb34f9
13 September 2022
Dacre, Nicholas
90ea8d3e-d0b1-4a5a-bead-f95ab32afbd1
Kockum, Fredrik
e040a4bb-7c5a-4920-8cac-aabd6ffb34f9
Dacre, Nicholas and Kockum, Fredrik
(2022)
Strategic project leadership: the case for integrating systems thinking and artificial intelligence.
Operational Research Society, , Coventry, United Kingdom.
13 - 15 Sep 2022.
20 pp
.
Record type:
Conference or Workshop Item
(Paper)
Abstract
This paper positions itself at the intersection of systems thinking and Artificial Intelligence (AI) within the context of strategic project leadership, responding to the escalating complexity and interdependence inherent in modern project environments. Traditional project management methods often fall short in addressing the manifold challenges of today’s large-scale projects, where leaders must navigate complex dependencies, rapid technological transitions, and a spectrum of competing priorities. In order to bridge these gaps, this paper presents an Integrated Intelligence Framework, which unites the epistemological depth of systems thinking with the analytical precision of AI. Through this dual approach, project leaders gain a sophisticated toolkit to manage complexity, anticipate challenges, optimise resource allocation, and align project outcomes with broader organisational objectives. Key contributions include emphasising the importance of data governance and quality, which are foundational to credible AI insights, and establishing ethical and transparent practices to mitigate risks associated with AI’s expanding role in decision-making. Additionally, we highlight the significance of cross-functional collaboration and adaptive team training, which collectively support a systems-thinking mindset and enable the effective application of AI tools. Practical guidance on agile and hybrid methodologies is also offered, illustrating how iterative approaches facilitate real-time adaptation to shifting project conditions. The framework also further underscores the need for alignment with organisational goals, ensuring that AI and systems thinking are not only tactical tools but strategic assets. We thus argue that the implications of this work extend beyond operational efficiencies, reshaping our understanding of project leadership in complex environments.
Text
Dacre_Kockum_Strategic_Project_Leadership_Integrating_Systems_Thinking_and_AI
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Published date: 13 September 2022
Venue - Dates:
Operational Research Society, , Coventry, United Kingdom, 2022-09-13 - 2022-09-15
Keywords:
System Dynamics, Artificial Intelligence, Strategic Project Leadership, Data-Driven Decision Making, Organisational Alignment, Predictive Analytics
Identifiers
Local EPrints ID: 492514
URI: http://eprints.soton.ac.uk/id/eprint/492514
PURE UUID: 0cf47dd3-9cbe-4f5b-8a50-96e1cf5fb2c8
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Date deposited: 30 Jul 2024 16:37
Last modified: 13 Nov 2024 02:58
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Contributors
Author:
Fredrik Kockum
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