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2023 | OriginalPaper | Buchkapitel

Disruptive Innovation in AEC: The Case of Artificial Intelligence Applied to Project Management

verfasst von : Ricardo de Matos Camarinha, David Porter, Cuong Quang

Erschienen in: Trends on Construction in the Digital Era

Verlag: Springer International Publishing

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Abstract

Digitisation has gained industry-wide momentum and is changing how the sector operates. Emerging digital technologies such as Artificial Intelligence (AI) are increasingly implemented at the organisational, or most commonly the project, level. Notwithstanding, some industry leaders have failed to shape an environment of opportunity to disrupt; often used as a tool to pursue productivity, doing more of the same. We argue that there is an opportunity to disrupt the industry’s construct, rather than to replicate ancient habits at a faster pace. However, such a pursuit creates a complex paradigm. Leaders demand innovation that makes sense to humans, i.e., to themselves, creating an epistemological barrier that limits the aspirational goal of disruption. This is better classified as Sustaining Innovation (SI) as opposed to Disruptive Innovation (DI), as it does not displace the original ideals and fundamentals of the sector’s construct. A possible avenue to disrupt the current industry knowledge construct is to engage in a different level of consciousness, by generating insights through AI techniques at a size and speed impossible thus far. We present a case study in the field of Project Management and show results of disruptive insights in a portfolio of approximately US$ 20B, exploring the orthodoxies of such breakaway. We further discuss the leadership traits which could motivate DI in AEC, arguing that this requires an open engagement in an exploratory journey with limited certainty ex-ante, driven by awareness and vision. The realm of DI is not a replication of the observable world, rather an augmentation of it.

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Literatur
1.
Zurück zum Zitat Manseau, A., Shields, R.: Building tomorrow: innovation in construction and engineering. Routledge, Taylor & Francis Group, New York (2005) Manseau, A., Shields, R.: Building tomorrow: innovation in construction and engineering. Routledge, Taylor & Francis Group, New York (2005)
2.
Zurück zum Zitat Schumpeter, J.A.: The Theory of Economic Development. Harvard University Press, Cambridge, MA (1934) Schumpeter, J.A.: The Theory of Economic Development. Harvard University Press, Cambridge, MA (1934)
3.
Zurück zum Zitat Barbosa, F., et al.: Reinventing Construction: A Route to Higher Productivity. Mckinsey Global Insititute (2017) Barbosa, F., et al.: Reinventing Construction: A Route to Higher Productivity. Mckinsey Global Insititute (2017)
4.
Zurück zum Zitat Abusalah, M., Tait, J.: Innovation management in construction – practical approach. In: 13th Pipeline Technology Conference, pp. 1–12 (2018) Abusalah, M., Tait, J.: Innovation management in construction – practical approach. In: 13th Pipeline Technology Conference, pp. 1–12 (2018)
5.
Zurück zum Zitat Camarinha, R. de M.: An ontological analysis of the Construction Industry: Exploring transitions towards industrialisation (2020) Camarinha, R. de M.: An ontological analysis of the Construction Industry: Exploring transitions towards industrialisation (2020)
6.
Zurück zum Zitat Harty, C.: Innovation in construction: a sociology of technology approach. Build. Res. Inf. 33, 512–522 (2005)CrossRef Harty, C.: Innovation in construction: a sociology of technology approach. Build. Res. Inf. 33, 512–522 (2005)CrossRef
7.
Zurück zum Zitat Goh, E., Loosemore, M.: The impacts of industrialization on construction subcontractors: a resource based view. Constr. Manag. Econ. 35, 288–304 (2017)CrossRef Goh, E., Loosemore, M.: The impacts of industrialization on construction subcontractors: a resource based view. Constr. Manag. Econ. 35, 288–304 (2017)CrossRef
8.
Zurück zum Zitat Kedir, F., Pullen, T., Hall, D.M., Boyd, R., da Silva, J.: A sustainable Transition to Industrialized Housing Construction in Developing Economies. ETH Zurich and Arup, Zurich, Switzerland (2020) Kedir, F., Pullen, T., Hall, D.M., Boyd, R., da Silva, J.: A sustainable Transition to Industrialized Housing Construction in Developing Economies. ETH Zurich and Arup, Zurich, Switzerland (2020)
9.
Zurück zum Zitat Gruneberg, S., Francis, N.: The Economics of Construction. Agenda Publishing Limited, Newcastle, UK (2019) Gruneberg, S., Francis, N.: The Economics of Construction. Agenda Publishing Limited, Newcastle, UK (2019)
10.
Zurück zum Zitat Myers, D.: Construction Economics: A New Approach. Taylor & Francis, London, UK (2008)CrossRef Myers, D.: Construction Economics: A New Approach. Taylor & Francis, London, UK (2008)CrossRef
12.
Zurück zum Zitat Christensen, C.M.: The Innovator’s Dilemma: When New Technologies Cause Great Firms to Fail. Harvard Business School Press, Boston, MA (1997) Christensen, C.M.: The Innovator’s Dilemma: When New Technologies Cause Great Firms to Fail. Harvard Business School Press, Boston, MA (1997)
14.
Zurück zum Zitat Seaton, H.: The Construction Technology Handbook. John Wiley & Sons Inc., Hoboken, NJ (2020) Seaton, H.: The Construction Technology Handbook. John Wiley & Sons Inc., Hoboken, NJ (2020)
15.
Zurück zum Zitat Westerman, G., Bonnet, D., McAfee, A.: Leading Digital: Turning Technology into Business Transformation. Harvard Business Review Press (2014) Westerman, G., Bonnet, D., McAfee, A.: Leading Digital: Turning Technology into Business Transformation. Harvard Business Review Press (2014)
16.
Zurück zum Zitat Wald, A., Spanuth, T., Schneider, C., Futterer, F., Schnellbächer, B.: Makroökonomische Vermessung der Projektwirtschaft. GPM (2015) Wald, A., Spanuth, T., Schneider, C., Futterer, F., Schnellbächer, B.: Makroökonomische Vermessung der Projektwirtschaft. GPM (2015)
17.
Zurück zum Zitat Project Management Institute: PMBOK guide (2021) Project Management Institute: PMBOK guide (2021)
18.
Zurück zum Zitat Flyvbjerg, B.: Top ten behavioral biases in project management: an overview. Sage J. 52, 531–546 (2021) Flyvbjerg, B.: Top ten behavioral biases in project management: an overview. Sage J. 52, 531–546 (2021)
19.
Zurück zum Zitat Maylor, H., Turner, N.: Understand, reduce, respond: project complexity management theory and practice. Int. J. Oper. Prod. Manag. 37, 1076–1093 (2017)CrossRef Maylor, H., Turner, N.: Understand, reduce, respond: project complexity management theory and practice. Int. J. Oper. Prod. Manag. 37, 1076–1093 (2017)CrossRef
20.
Zurück zum Zitat Ahiaga-Dagbui, D.D., Love, P.E.D., Smith, S.D., Ackermann, F.: Toward a systemic view to cost overrun causation in infrastructure projects: a review and implications for research. Proj. Manag. J. 48, 88–98 (2017)CrossRef Ahiaga-Dagbui, D.D., Love, P.E.D., Smith, S.D., Ackermann, F.: Toward a systemic view to cost overrun causation in infrastructure projects: a review and implications for research. Proj. Manag. J. 48, 88–98 (2017)CrossRef
21.
Zurück zum Zitat Hand, D.J.: Dark Data: Why What You Don’t Know Matters. Princeton University Press, Princeton (2020)CrossRef Hand, D.J.: Dark Data: Why What You Don’t Know Matters. Princeton University Press, Princeton (2020)CrossRef
22.
Zurück zum Zitat Aldana, A., Hay, K., LeGrand, C., Schmidt, P., Bereni, M.: O18: Exploring the use of artificial intelligence (AI) solutions to improve the accuracy of project delivery forecasts (Research No. 015402–18). Brisbane, Australia (2021) Aldana, A., Hay, K., LeGrand, C., Schmidt, P., Bereni, M.: O18: Exploring the use of artificial intelligence (AI) solutions to improve the accuracy of project delivery forecasts (Research No. 015402–18). Brisbane, Australia (2021)
23.
Zurück zum Zitat Chapman, P., Quang, C.: Major project risk management: reconciling complexity during delivery with the inside view in planning. Eng. Proj. Organ. J. 10, 1–28 (2021) Chapman, P., Quang, C.: Major project risk management: reconciling complexity during delivery with the inside view in planning. Eng. Proj. Organ. J. 10, 1–28 (2021)
24.
Zurück zum Zitat Chapman, P., Quang, C.: Using Artificial Intelligence to make Project Status Assessment predictions. University of Oxford, UK (2022) Chapman, P., Quang, C.: Using Artificial Intelligence to make Project Status Assessment predictions. University of Oxford, UK (2022)
25.
27.
Zurück zum Zitat Kelly, R.: Constructing Leadership 4.0: Swarm Leadership and the Fourth Industrial Revolution. Palgrave Macmillan, Kent, UK (2020) Kelly, R.: Constructing Leadership 4.0: Swarm Leadership and the Fourth Industrial Revolution. Palgrave Macmillan, Kent, UK (2020)
29.
Zurück zum Zitat Mazzucato, M.: The Entrepreneurial State. Penguin Books, Harlow, UK (2018) Mazzucato, M.: The Entrepreneurial State. Penguin Books, Harlow, UK (2018)
Metadaten
Titel
Disruptive Innovation in AEC: The Case of Artificial Intelligence Applied to Project Management
verfasst von
Ricardo de Matos Camarinha
David Porter
Cuong Quang
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-20241-4_3