Relevant bibliographies by topics / Technology Foresight

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  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Technology Foresight'

Author: Grafiati
Published: 4 June 2021
Last updated: 16 June 2025

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Journal articles on the topic "Technology Foresight"

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Greenaway, P. "Technology foresight." BMJ 309, no. 6960 (1994): 1018. http://dx.doi.org/10.1136/bmj.309.6960.1018.

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Шинина, Татьяна, Tatyana Shinina, Инна Морозова, and Inna Morozova. "Research Foresight — a New Educational Technology for Developing the Competencies of Industry Managers Cost." Scientific Research and Development. Socio-Humanitarian Research and Technology 7, no. 3 (2018): 54–58. http://dx.doi.org/10.12737/article_5ba389ad77dbd4.30665257.

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The article is devoted to the disclosure of the prerequisites for the creation and description of the theoretical foundations of the new educational technology «Re-foresight» («Research Foresight»). The article justified the request for new educational technologies in working with the managers of the new formation. The genesis of the foresight methodology is presented, in which the content thread of the formation of instruments of influence on the development of the strategies of the country, region, and industry is traced. The road map of author's educational technology for research foresight is given, which includes the stages: improvement of managerial competencies, real forecasting, design of management decisions, assessment; application of modern teaching methods: igrofication, visualization of meanings, personal reflection. A triad of psychological categories (personality - activity - communication) is presented, forming the methodology of educational technology «Re-Foresight». The educational technology «Re-Foresight» has been approved in the construction of the image of the future youth branch of the Yamal-Nenets Autonomous District and can be applied at the regional and municipal level, as well as in carrying out branch and corporate foresights.
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Proskuryakova, Liliana. "Russia’s energy in 2030: future trends and technology priorities." foresight 19, no. 2 (2017): 139–51. http://dx.doi.org/10.1108/fs-07-2016-0034.

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Purpose The purpose of the study is to discuss and critically assess the outcomes of the Foresight study of the Russian energy sector, undertaken in 2014 in the course of a large-scale national Foresight exercise – “Science and Technology (S&T) Foresight 2030”. Design/methodology/approach In this paper, the author performs an ex post evaluation of the Foresight study. The methods used are the literature review of the research and analytical publications that appeared after 2014, policy analysis of new national energy regulations and technologies, interviews and expert panels, and performing a final SWOT (strengths, weaknesses, opportunities and threats) analysis of the Foresight study. Findings As a result of the study, the expediency, efficacy, process efficiency, quality, impact and process improvement of the National S&T Foresight 2030 were assessed. Moreover, the SWOT for the National Foresight and its energy-related outcomes were identified. The National Foresight methodology and its outcomes are critically reviewed, and recommendations for their refinement are made. Research limitations/implications Future research on the topic may include subsequent ex ante and ex post evaluations of energy technology foresights that will include revised lists of technologies, given the rapidly changing energy markets, as well as an assessment of the integration of the study results in the energy and S&T policy documents. Practical implications The practical implications of the study are linked with turning the prospective R&D areas identified through the Foresight into state priorities for funding energy research. Energy companies may utilize the study results in their development plans and R&D strategies. Originality/value This paper offers a valuable insight in the future of energy research and technologies in Russia. It is a comprehensive study that covers all energy aspects from extraction of hydrocarbons to fuel cells and nuclear energy. An ex post assessment of the study is made with implications for the future research.
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Yuan, Benjamin J. C., Tsai Hua Kang, Chien Ching Chang, Chun Yi Liu, and Kuang Pin Li. "Technology foresight in Taiwan: developing internet foresight system." International Journal of Foresight and Innovation Policy 6, no. 1/2/3 (2010): 191. http://dx.doi.org/10.1504/ijfip.2010.032674.

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Alekseev, A. O. "Corporate technology foresight tools." Problems of Economics and Management of Oil and Gas Complex, no. 3 (2020): 31–37. http://dx.doi.org/10.33285/1999-6942-2020-3(183)-31-37.

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Choo, Vivien. "UK technology foresight exercise." Lancet 343, no. 8897 (1994): 589–90. http://dx.doi.org/10.1016/s0140-6736(94)91530-x.

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Barker, Derek, and David J. H. Smith. "Technology foresight using roadmaps." Long Range Planning 28, no. 2 (1995): 21–28. http://dx.doi.org/10.1016/0024-6301(95)98586-h.

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Miles, Ian, Dirk Meissner, Nicholas S. Vonortas, and Elias Carayannis. "Technology foresight in transition." Technological Forecasting and Social Change 119 (June 2017): 211–18. http://dx.doi.org/10.1016/j.techfore.2017.04.009.

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Keenan, Michael. "Technology Foresight: International Experience." Foresight-Russia 3, no. 3 (2009): 60–68. http://dx.doi.org/10.17323/1995-459x.2009.3.60.68.

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Salo, Ahti A. "Incentives in technology foresight." International Journal of Technology Management 21, no. 7/8 (2001): 694. http://dx.doi.org/10.1504/ijtm.2001.002944.

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Dissertations / Theses on the topic "Technology Foresight"

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Akkerman, Lutfiye Ziba. "Vizyon 2023: Technology Foresight For Turkey." Master's thesis, METU, 2006. http://etd.lib.metu.edu.tr/upload/12607267/index.pdf.

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The aim of this thesis was to examine, describe and assess in detail the method, process, and outcome of the first national Turkish technology foresight study - Vizyon 2023 - and draw conclusions about its effect on the Turkish science, technology and innovation system. Technology foresight has gained widespread acceptance all over the world as a policy tool used in identifying future technologies, setting priorities, formulating science and technology policies and wiring up the national system of innovation. In this context, a review of the literature on technology foresight is undertaken and major concepts are established. The cases of the French and Hungarian technology foresights are examined in comparison to the Turkish technology foresight. Particular emphasis is given to describe the link to science and technology policy of the Vizyon 2023 technology foresight in order to assess its immediate and expected impacts. It is concluded that the Vizyon 2023 technology foresight was a carefully practiced study in line with current trends and knowledge, the linkage to policy was successful, but the result fell short in pointing to clear directions in terms of the implementation agenda. Furthermore, it is ascertained that the science and technology strategy formulated on the basis of the Vizyon 2023 Technology Foresight can only be successful, if implemented with the close coordination and collaboration of all actors of the national innovation system.
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Meyer-Brötz, Fabian [Verfasser]. "A bibliometric technique for quantitative technology foresight / Fabian Meyer-Brötz." Ulm : Universität Ulm, 2019. http://d-nb.info/1178527964/34.

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Major, Edward. "Tailoring Foresight to the needs of the SME." Thesis, Cranfield University, 1999. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.323926.

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BABAHEIDARI, PERSHENG, and GEER HANS DE. "Corporate foresight in Sweden : A quantitative comparison between Swedish and European companies." Thesis, KTH, Skolan för industriell teknik och management (ITM), 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-223887.

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Phillips, S. "Trade association strategies for providing technology intelligence to small and medium sized enterprises : a study of UK technology foresight processes." Thesis, Brunel University, 2010. http://bura.brunel.ac.uk/handle/2438/4511.

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In the UK many industries are suffering as a result of business being lost to competition abroad. Raising the technical content of a company’s product or service may enable them to increase its competitiveness and hence retain or even increase business. A Trade Association exists to represent the interests of its members. One way that this can be realized is by provision of technical information to its members to support raising the technical content of their members’ products or services. The provision of technical information entails sourcing information, collecting it and then disseminating it in an appropriate format. Ways of undertaking this are identified. The factors that are likely to influence the provision of technical information are determined. This is so that a Trade Association can build upon its strengths, diminish weaknesses, exploit opportunities and avoid threats. A strategy for provision of engineering technical information to trade association members was given. Four mechanisms were implemented on a test-bed Trade Association; utilising information technology communication capabilities, newsletters, collaborations and conferences. Feedback and parameters were used to assess the strategy chosen for implementation on the test-bed. Taking this into consideration a revised strategy was established that can be adapted and applied by Trade Associations who wish to provide such a service in the future.
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Carvalho, Lopo Maria d'Orey Manoel Lopo. "Estudo de prospectiva das necessidades tecnológicas da fileira hortofrutícola." Master's thesis, ISA/UTL, 2012. http://hdl.handle.net/10400.5/5318.

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Mestrado em Engenharia Agronómica - Economia Agrária e Gestão do Terrtório - Instituto Superior de Agronomia<br>The Prospective study of the technological needs of the vegetable and fruit row had, as the primary objective, the purpose of clearly identifying the technological needs for both rows so that the whole sector, meeting future trends in advance, could gain competitive advantage and thus promote its development priorities. To perform a foresight study with a scientific orientation, we used the Delphi’s method. To follow this method, the collaboration of specialists from both areas of research is required. Being so, they were asked to answer to two surveys with the same statements – the only difference between them was that, following one of the principles of the method, the second round of the survey provided a feedback of the first responses . In the first round we managed to get 34 responses and in the second round the number of valid responses was 35. The reduced number of answers given (35 out of 70 proposed) can, in a certain way, influence the results of the study, although it is sufficient in what concerns the achievement of some general tendencies. The questions that comprise the study were grouped into three groups referring to Production, Markets and Industry and Environment, Research and Others. We verified that the five most voted on the group 'Environment, Research and Other" were contained in the ten highest scores of the entire survey, which reveals the concern with these subjects. Regarding the subject of development, the statement to which more urgency was attributed is related to the creation of mechanisms for the results’ communication of R&D’ projects, being expected that strong developments in this area occur in the period until 2017. The main difficulty we had was managing a higher involvement by the surveyed people, making them feel responsible for this process and, in this sense, achieving a bigger number of responses, also with better quality.
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Macieira, Francisco Miguel Arrenegado Rocha. "Estudo prospectivo das necessidades tecnológicas da fileira vitivinicola." Master's thesis, ISA/UTL, 2012. http://hdl.handle.net/10400.5/5356.

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Mestrado em Viticultura e Enologia - Instituto Superior de Agronomia / Faculdade de Ciências. Universidade do Porto<br>The foresight study of the technology needs for the Wine Industry allowed the identification of technological needs that require development. The DELPHI method, a technology foresight method that has been successfully used before in the agrifood sector, formed the basis of the analysis. This method required the participation of experts from the wine industry. The application of the method was undertaken in two rounds of surveys: the first round had the participation of 42 experts and the second round 30 experts. The surveys were the same in both rounds, with only one difference: in the second round, the results of the first survey were revealed as a feed-back to the participants. In conclusion, it is possible to demonstrate three trends: natural resources sustainability, information technologies and promotion of information access capabilities (including the development of expeditious methods), and promotion of the intrinsic diversity of the Portuguese wine industry products. The work has shown that there is a great detachment between the wine industry and the scientific institutions, highlighting the need of an increment in the efforts of technology transfer. There is therefore a need to undertake new editions of this foresight study with a greater participation of the wine cluster experts.
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Tobin, Michael. "Future scenarios for institutes of technology in the Irish higher education system : a strategic foresight study." Thesis, University of Sheffield, 2011. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.557645.

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This thesis is a foresight study of alternative futures for Institutes of Technology within the Irish higher education system. The research focuses on the potential role and functions for the Institute of Technology sector in 2020. A strategic foresight methodology employing scenario design as the theoretical framework is applied. The general goals and contribution of the research are: to present foresight as a strategic methodology; to record developments and present a . snapshot' of the operating environment of the Institutes of Technology, including higher education trends, and agendas to 2010, and subsequently 2020; to present scenario narratives and alternative future paths for the Institutes of Technology to 2020; and, finally, to invite discussion on the future alternatives for the role and functions of the Institutes of Technology. The key purpose is to offer insights that may assist policy makers in choosing appropriate strategies for higher education in Ireland in 2020. The research identifies two significant challenges (critical uncertainties) relevant to the future determination of the role and functions of the Institutes of Technology for 2020, namely the structure of the higher education system and the relevance of teaching and/or research. As a consequence, four alternative scenarios are outlined: Stratocumulus, a dual higher education system consisting of Community Colleges that are aligned with and act as feeder colleges to the traditional research-orientated Universities; Altostratus, a stratified higher education system consisting of National Technological Universities and traditional research Universities; Altocumulus, a binary higher education system consisting of regionally aligned Institutes of Technology and traditional research-orientated Universities; and, Cirrostratus, a unitary higher education system consisting solely of Universities, where a hierarchy based on reputation has emerged in relation to research. Finally, there is a postscript discussion on factors relevant to choosing a particular scenario as a strategic option for higher education in Ireland to 2020.
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Kamtsiou, Evanthia. "Meso-level co-innovation dynamic roadmapping for managing systemic innovations." Thesis, Brunel University, 2016. http://bura.brunel.ac.uk/handle/2438/14270.

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The proposed research aspires to provide new insight on issues of applied Roadmapping and advance the state of the art in Roadmapping and its practice. It provides a conceptual model and an integrated process framework for the development of a Third Generation, Meso-level, Co-innovation Dynamic Roadmapping (from now on called ‘Dynamic Roadmapping’), which integrates policy, research, industry, and organisational roadmapping methodologies, in order to manage the development and adoption of systemic innovations in complex domains. It has been developed to meet the needs of increasingly complex systemic innovations where multiple organisations are involved as co-innovators and many other intermediaries and decision makers need to be included in the innovation adoption process. These types of innovations are usually driven by the interplay of multi-dimensional and cross-impacting factors derived from changes in social, market, economic, political and technology systems. Thus, the ‘Dynamic Roadmapping’ does not presuppose a single desired future for complex domains, but several futures, based on the complementary strategic perspectives of inter-dependent stakeholders, which need to be contextualised and negotiated at various sectoral, national and regional levels in order to be adopted. The ‘Dynamic Roadmapping’ approach supports the achievement of the realisation of the desired futures through two main components: a ‘co-innovation group’ and an ‘observatory function’. The co-innovation group is formed from all the necessary co-innovators, adopters, decision makers and users that are needed in order for the innovations to be developed and adopted. Their function is predominately ‘normative’ describing “what they want to happen” and “how” it will happen. The observatory function provides foresight and sense making methodologies to the co-innovation group, in order to constantly review and adapt their roadmaps in light of the emerging changes that can impact the roadmaps’ realisation and adoption. A conceptual model and its theoretical grounding have been built in order to bridge support for roadmapping activities among different innovative communities (e.g. in policy, research, industry and practice) and foster their collaboration via stakeholders’ innovation networks. The proposed conceptual model and its process framework have been evaluated in a case study in order to establish its validity in the European context and provide implications to theory and practice. A pilot of this framework is first implemented for the area of Technology Enhanced Learning (TEL). The impact of this research is: - Managing uncertainty in Future planning - Managing and implementing emergent Roadmaps for systemic innovations - Monitoring and adapt the produced Roadmaps according to change factors in emerging reality - Ensure their adoption in complex domain This research work has been funded by an EU Marie-Curry Fellowship grant via the DYRECT project no. 255182. The proposed integrated framework has been adopted by the EU TEL-Map project (in education sector) and EU CRe-AM project (in creative industry sector). It has been documented in many European project deliverables as well as in international conference papers, and in journal papers.
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Puppato, Fernanda [Verfasser], Uwe [Gutachter] Cantner, Silke [Gutachter] Übelmesser, and Mario [Gutachter] Cimoli. "Structural change, wage inequality and technology foresight policy / Fernanda Puppato ; Gutachter: Uwe Cantner, Silke Übelmesser, Mario Cimoli." Jena : Friedrich-Schiller-Universität Jena, 2016. http://d-nb.info/1177612011/34.

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Books on the topic "Technology Foresight"

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Scottish Higher Education Funding Council. Addressing technology foresight. SHEFC, 1995.

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Inzelt, Annamária, and Reinhard Coenen, eds. Knowledge, Technology Transfer and Foresight. Springer Netherlands, 1996. http://dx.doi.org/10.1007/978-94-009-0351-7.

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May, Robert. Technology foresight: Britain's future economy. University of Southampton, 1996.

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Regional Conference on Technology Foresight for Central and Eastern Europe and the Newly Independent States (2001 Vienna, Austria). International practice in technology foresight. United Nations Industrial Development Organization, 2002.

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Inzelt, Annamária. Knowledge, Technology Transfer and Foresight. Springer Netherlands, 1996.

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Annamária, Inzelt, Coenen R, and NATO Advanced Research Workshop "Knowledge, Technology Transfer, and Forecasting" (1995 : Budapest, Hungary), eds. Knowledge, technology transfer, and foresight. Kluwer Academic Publishers, 1996.

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Miles, Ian, Ozcan Saritas, and Alexander Sokolov. Foresight for Science, Technology and Innovation. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-32574-3.

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Miles, Ian. Technology foresight: Implications for social science. Centre for Research on Innovation and Competition, 1997.

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Institute, of Materials (London England) Aerospace Structural Materials Working Party. Materials technology foresight on aerospace structural materials. The Institute, 1995.

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Ireland. Department of Enterprise, Trade and Employment. Technology foresight fund: Investing in future competitiveness. Department of Enterprise, Trade and Employment, 2000.

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Book chapters on the topic "Technology Foresight"

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Staton, M. "Monstrous Foresight." In Future-Oriented Technology Analysis. Springer Berlin Heidelberg, 2008. http://dx.doi.org/10.1007/978-3-540-68811-2_5.

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Cuhls, K., and R. Johnston. "Corporate Foresight." In Future-Oriented Technology Analysis. Springer Berlin Heidelberg, 2008. http://dx.doi.org/10.1007/978-3-540-68811-2_8.

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Arnold, Heinrich, Michael Erner, Peter Möckel, and Christopher Schläffer. "Strategic Foresight." In Applied Technology and Innovation Management. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-540-88827-7_3.

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Saritas, Ozcan. "Systemic Foresight Methodology." In Science, Technology and Innovation Policy for the Future. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-31827-6_6.

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Breiner, Sibylle. "Foresight in Science and Technology." In Knowledge, Technology Transfer and Foresight. Springer Netherlands, 1996. http://dx.doi.org/10.1007/978-94-009-0351-7_13.

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Cakir, Serhat, and Gulsun Kurubacak Cakir. "Technology Foresight for Better Healthcare." In Industry 5.0 for Smart Healthcare Technologies. CRC Press, 2024. http://dx.doi.org/10.1201/9781032632223-2.

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Srivastava, Madhur, and Karuna Jain. "Technology Foresight: A Literature Review." In Springer Proceedings in Business and Economics. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-72494-7_20.

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Spalding, Ian J. "Diffusion of Laser Technology." In Knowledge, Technology Transfer and Foresight. Springer Netherlands, 1996. http://dx.doi.org/10.1007/978-94-009-0351-7_4.

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Brugnoli, Dario, and Riccardo Apreda. "Foresight Analysis." In Manuali – Scienze Tecnologiche. Firenze University Press, 2020. http://dx.doi.org/10.36253/978-88-5518-044-3.50.

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In the last years, digital technologies burst into the traditional concept of “agriculture” triggering a disruptive change of paradigm. To better understand this technological revolution, this lesson will provide an overview on the results of a technology foresight analysis performed on technical solutions for viticulture and arable crops. After a brief introduction on foresight objectives and techniques, the main insights about the actual most interesting technologies and their directions of development will be shown.
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Saritas, Ozcan, Natalia Veselitskaya, and Alexander Sokolov. "Foresight Methodology and Commonly Used Methods in the New Generation Foresight." In Science, Technology and Innovation Studies. Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-69557-5_4.

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Conference papers on the topic "Technology Foresight"

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Andrade, Rafael Machado, Aline Lima de Souza, Carlos Eduardo Barbosa, et al. "Games in Technology Forecasting & Foresight: A Rapid Review." In 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, 2024. https://doi.org/10.1109/smc54092.2024.10831581.

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Aguirre-Camarena, Richard. "Strategic Planning and Foresight in the company: A Systematic Review, period 2013-2023." In 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE, 2024. https://doi.org/10.1109/ictmod63116.2024.10959119.

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Aguirre-Camarena, Richard. "Strategic Planning and Foresight in the Company: A Systematic Review, Period 2013–2023." In 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE, 2024. https://doi.org/10.1109/ictmod63116.2024.10878254.

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Cifci, Hasan, and Nurdan Yuksel. "Foresight 6.0: The New Generation of Technology Foresight." In 2018 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE, 2018. http://dx.doi.org/10.1109/ice.2018.8436350.

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Yuksel, Nurdan, and Hasan Cifci. "A new model for technology foresight: Foresight periscope model (FPM)." In 2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE, 2017. http://dx.doi.org/10.1109/ice.2017.8279967.

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Chisholm, K. "Technology Foresight: a brief overview." In IEE Colloquium on Learning at a Distance: Developments in Media Technologies. IEE, 1996. http://dx.doi.org/10.1049/ic:19960874.

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Zerkal, Filipp Aleksandrovich, and Elena Alekseevna Titova. "APPLICATION OF RAPID FORESIGHT TECHNOLOGY IN NATIONAL TECHNOLOGY INITIATIVE MARKETS." In Russian science: actual researches and developments. Samara State University of Economics, 2020. http://dx.doi.org/10.46554/russian.science-2020.03-1-818/821.

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The article analyzes the possibilities of using rapid foresight technology in the framework of the national technology initiative. The authors consider the use of rapid foresight technology, give a General assessment of this method, and describe its application for the development of national markets and the potential of domestic enterprises in the long- term perspective
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Ayman, Mirhan, Asmaa Ahmed, Ekram Essawi, and Abdel Nasser H. Zaied. "TECHNOLOGY FORESIGHT IN HIGHER EDUCATION INSTITUTIONS." In 30th International Conference of the International Association for Management of Technology 2021. Curran Associates, Inc., 2021. http://dx.doi.org/10.52202/060557-0105.

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Galunets, N. "Foresight technology as a tool for establishing cooperation between socially responsible business and local authorities." In international scientific-practical conference. MYKOLAYIV NATIONAL AGRARIAN UNIVERSITY, 2024. http://dx.doi.org/10.31521/978-617-7149-78-0-84.

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The essence of the concept of foresight and its role in the development of socially responsible business has been studied. It has been found that there is a wide range of foresight methodologies that combine both quantitative and qualitative approaches. The main tools of foresight technology that can be used to improve cooperation between socially responsible business and local authorities are considered. A conclusion was made regarding the importance of using foresight technology to establish cooperation between business and local authorities
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Rohrbeck, R., and N. Thom. "Strategic Foresight at Deutsche Telekom AG." In Technology (ICMIT 2008). IEEE, 2008. http://dx.doi.org/10.1109/icmit.2008.4654329.

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Reports on the topic "Technology Foresight"

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Huang, Michael, Yoko Iwaki, and Ming-Huan Liou. Technology Foresight for Hydrogen Society Transition in Japan: Approach of GTAP-E-Power Model. Asian Development Bank Institute, 2023. http://dx.doi.org/10.56506/bykl5188.

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Roth, Susann, and Jane Parry. How ADB Uses Futures and Foresight Tools to Help Countries Prepare for an Uncertain Future. Asian Development Bank, 2023. http://dx.doi.org/10.22617/brf230512.

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As ADB’s developing member countries target sustainable growth and tackle inequality, this brief shows how future-focused tools and approaches can lead to forward-thinking strategies designed to navigate climate change and digital transformation. It outlines how ADB is expanding beyond knowledge management to help countries identify emerging issues, understand their consequences, and develop scenarios. Providing examples of different analyses, the brief explains the importance of integrating technology, data, and people to create effective policies and strategies that can foster innovation and better prepare countries to tackle the complex development challenges of the future.
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Mehmood, Hamid, Surya Karthik Mukkavilli, Ingmar Weber, et al. Strategic Foresight to Applications of Artificial Intelligence to Achieve Water-related Sustainable Development Goals. United Nations University Institute for Water, Environment and Health, 2020. http://dx.doi.org/10.53328/lotc2968.

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The report recommends that: 1) Policymakers should conduct holistic assessments of social, economic, and cultural factors before AI adoption in the water sector, as prospective applications of AI are case- specific. It is also important to conduct baseline studies to measure the implementation capacity, return on investment, and impact of intervention. 2) To ensure positive development outcomes, policies regarding the use of AI for water-related challenges should be coupled with capacity and infrastructure development policies. Capacity development policies need to address the AI and Information and Communications Technology (ICT) needs for the AI-related skill development of all water-related stakeholders. Infrastructure development policies should address the underlying requirements of computation, energy, data generation, and storage. The sequencing of these policies is critical. 3) To mitigate the predicted job displacement that will accompany AI-led innovation in the water sector, policies should direct investments towards enabling a skilled workforce by developing water sector-related education at all levels. This skilled workforce should be strategically placed to offset dependency on the private sector. 4) Water-related challenges are cross-cutting running from grassroots to the global level and require an understanding of the water ecosystem. It is important for countries connected by major rivers and watersheds to collaborate in developing policies that advance the use of AI to address common water-related challenges. 5) A council or agency with representation from all stakeholders should be constituted at the national level, to allow for the successful adoption of AI by water agencies. This council or agency should be tasked with the development of policies, guidelines, and codes of conduct for the adoption of AI in the water-sector. These key policy recommendations can be used as primary guidelines for the development of strategies and plans to use AI to help achieve water-related SDGs.
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Saurwein, Florian, ed. Industry 4.0 - Background Paper on the pilot project "Industry 4.0: Foresight & Technology Assessment on the social dimension of the next industrial revolution". Self, 2016. http://dx.doi.org/10.1553/ita-pb-a69-3.

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