Managerial insights for AI/ML implementation: a playbook for successful organizational integration
Abstract In the contemporary business environment, the assimilation of artificial intelligence (AI) and machine learning (ML) is pivotal for fostering innovation and ensuring long-term growth. This paper examines the strategic aspects of AI/ML adoption, emphasizing that its success rests not just on...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2024-03-01
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| Series: | Discover Artificial Intelligence |
| Online Access: | https://doi.org/10.1007/s44163-023-00100-5 |
| _version_ | 1797259170560344064 |
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| author | Abdullah A. Abonamah Neda Abdelhamid |
| author_facet | Abdullah A. Abonamah Neda Abdelhamid |
| author_sort | Abdullah A. Abonamah |
| collection | DOAJ |
| description | Abstract In the contemporary business environment, the assimilation of artificial intelligence (AI) and machine learning (ML) is pivotal for fostering innovation and ensuring long-term growth. This paper examines the strategic aspects of AI/ML adoption, emphasizing that its success rests not just on technology but also on strategic alignment, collaboration, and robust leadership. Highlighting the indispensable role of senior leaders, the paper offers a managerial framework for AI/ML integration, ensuring its alignment with organizational goals. Using real-world examples, the paper presents how AI/ML can be strategically embedded to enhance customer interactions, streamline operations, and unveil new revenue streams. The objective is to provide senior leaders with an understanding, enabling them to harness AI/ML effectively, ensuring their organizations remain at the innovation forefront in a digital age dominated by disruptive AI/ML technologies. |
| first_indexed | 2024-04-24T23:05:10Z |
| format | Article |
| id | doaj.art-ac30c863e5de4a6eb70f08631dd8317e |
| institution | Directory Open Access Journal |
| issn | 2731-0809 |
| language | English |
| last_indexed | 2024-04-24T23:05:10Z |
| publishDate | 2024-03-01 |
| publisher | Springer |
| record_format | Article |
| series | Discover Artificial Intelligence |
| spelling | doaj.art-ac30c863e5de4a6eb70f08631dd8317e2024-03-17T12:32:40ZengSpringerDiscover Artificial Intelligence2731-08092024-03-014111410.1007/s44163-023-00100-5Managerial insights for AI/ML implementation: a playbook for successful organizational integrationAbdullah A. Abonamah0Neda Abdelhamid1Abu Dhabi School of ManagementAbu Dhabi School of ManagementAbstract In the contemporary business environment, the assimilation of artificial intelligence (AI) and machine learning (ML) is pivotal for fostering innovation and ensuring long-term growth. This paper examines the strategic aspects of AI/ML adoption, emphasizing that its success rests not just on technology but also on strategic alignment, collaboration, and robust leadership. Highlighting the indispensable role of senior leaders, the paper offers a managerial framework for AI/ML integration, ensuring its alignment with organizational goals. Using real-world examples, the paper presents how AI/ML can be strategically embedded to enhance customer interactions, streamline operations, and unveil new revenue streams. The objective is to provide senior leaders with an understanding, enabling them to harness AI/ML effectively, ensuring their organizations remain at the innovation forefront in a digital age dominated by disruptive AI/ML technologies.https://doi.org/10.1007/s44163-023-00100-5 |
| spellingShingle | Abdullah A. Abonamah Neda Abdelhamid Managerial insights for AI/ML implementation: a playbook for successful organizational integration Discover Artificial Intelligence |
| title | Managerial insights for AI/ML implementation: a playbook for successful organizational integration |
| title_full | Managerial insights for AI/ML implementation: a playbook for successful organizational integration |
| title_fullStr | Managerial insights for AI/ML implementation: a playbook for successful organizational integration |
| title_full_unstemmed | Managerial insights for AI/ML implementation: a playbook for successful organizational integration |
| title_short | Managerial insights for AI/ML implementation: a playbook for successful organizational integration |
| title_sort | managerial insights for ai ml implementation a playbook for successful organizational integration |
| url | https://doi.org/10.1007/s44163-023-00100-5 |
| work_keys_str_mv | AT abdullahaabonamah managerialinsightsforaimlimplementationaplaybookforsuccessfulorganizationalintegration AT nedaabdelhamid managerialinsightsforaimlimplementationaplaybookforsuccessfulorganizationalintegration |