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Initiating an AI Project for Supply Chain Improvement at Tesco
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The initiation of a new project or venture for a firm is any time an exciting and challenging phase. It is a kind of dichotomy for the people of the firm. the employees and workers who are hostile to changes will opt for a unilateral and monotonous system. However, any sort of development requires change and for which new initiation is very important. this report will focus on a new project that has been taken up by Tesco. This project is the inclusion of advanced AI (artificial Intelligence) more specifically microservices architecture in its supply chain management system.
Tesco is one of the leading names in the retail sector of UK. However, the supply chain management system of the firm has been under strict speculation especially post the pandemic when the firm was accused of inefficient waste management in its supply chain. Furthermore, due to the entire alteration of the system during the pandemic, orders and supplies were not moving in the swift chain that it was supposed to. There were further complaints of system failure as well. This triggered the requirement of the inclusion of an efficient artificial intelligence form that would in turn help the firm to get back on its track and control mis happenings. The team that has been chosen for this project is:
Stakeholders
Risk |
Assessment |
Mitigation |
Probability (1-5) |
Impact (1-5) |
Risk Score (IxP) |
Job Automation |
According to a study in 2019, about 36 million people are in the risk of loosing their jobs due to the increased levels of automation of technology. |
Places where the unemployment level is low should not have conditions of amplified automation, furthermore, the system should not be completely left to automation, so that employment and automation is balanced simultaneously. |
4 |
4 |
16 |
Security |
The rise of deepfakes, and cyber security issues is an amplified concern in the field of artificial intelligence. The increase in the level of AI also increases the level and intensity of breaches. |
The increase in the breaches of security can be checked upon with the help of adequate security measures and software along with a supervising eye of human intelligence over the course of operations(Picciotto, R., 2020). |
5 |
4 |
20 |
Widening social-economic gap |
The issue here is that, Tesco has a huge number of warehouses across the country. Each warehouse has its own set of socio-economic values. The disparity of socio-economic varieties within the regions, |
The employment of technology is essential however, it should not be that extremely far-fetched that disparities occur between the different lines of operation or within different regions. |
3 |
3 |
9 |
The activities that are about to take place in this operation include:
Activities |
Month 1 |
Month 2 |
Month 3 |
Month 4 |
Month 5 |
Month 6 |
Identification |
||||||
Research |
||||||
Design |
||||||
Implementation |
||||||
Follow ups |
Figure 1. Project Management Methods
The waterfall technique
There are have various techniques that have been identified in project management as efficient ways of completion of a project. Research emphasises on the fact hat there is no one perfect technique of project management. Each project is different and hence the techniques taken to complete the project needs to be customised according to the issue that has been identified by the project. The reason of choosing the waterfall method of project management in this case is that artificial intelligence is still a relatively unexplored area of the industry 4.0 itself. The retail industry is hence all the newer to the new technology and hence it is only practical to move in a unilateral way rather than a multilateral one. A swift one directional and unilateral way of movement will allow the project the time and resources of reflecting on the issues of the previous project and mitigating them so that it does not affect the coming operations. Furthermore, it is only intelligent to take one step at a time towards a process that a firm or an industry is hardly aware of and is seemingly so complicated in its nature, this will only lessen the chances of making mistakes and even if they are made, it will provide chances of the rectification of the same(Svejvig 2021).
The project that has been undertaken has attempted to follow all the conventional rules of project management. It has identified the cause of the requirement of a new project followed by the list and responsibilities of the people who are involved in the project and their roles. The project further went on to estimate the processes, procedures, cost estimation techniques, and the different checkpoint of the operations that are to be undertaken in the research. Risk management and analysis is a major portion of project management and the project has made sure to provide an elaborate risk register for the project that will help the project understand, analyse, and mitigate the existing and potential risks of the same. The project has further used tools like, GNATT chart, risk register, project management models and templates to prove its case(Chen et al., 2019).
Conclusion
The project report could have been a bit more wholesome had it been allotted more time; the project could have shown and discussed a range of other models and theories regarding AI and project management and could have justified it choosing of microservices as the primary mode of AI. To conclude, the report has emphasised on a range of aspects such as, risk management, identification of the project management procedure and formation of a GNATT chart for an estimation of the completion of the project that are necessary for an efficient project management operation.
Reference
Chen, T., Fu, M., Liu, R., Xu, X., Zhou, S. and Liu, B., 2019. How do project management competencies change within the project management career model in large Chinese construction companies?. International Journal of Project Management, 37(3), pp.485-500.
Copola Azenha, F., Aparecida Reis, D. and Leme Fleury, A., 2021. The role and characteristics of hybrid approaches to project management in the development of technology-based products and services. Project Management Journal, 52(1), pp.90-110.
Hair, J.F. and Sarstedt, M., 2021. Explanation plus prediction—The logical focus of project management research. Project Management Journal, 52(4), pp.319-322.
Picciotto, R., 2020. Towards a ‘New Project Management’movement? An international development perspective. International Journal of Project Management, 38(8), pp.474-485.
San Cristóbal, J.R., Carral, L., Diaz, E., Fraguela, J.A. and Iglesias, G., 2018. Complexity and project management: A general overview. Complexity, 2018.
Svejvig, P., 2021. A Meta-theoretical framework for theory building in project management. International Journal of Project Management, 39(8), pp.849-872.
Tereso, A., Ribeiro, P., Fernandes, G., Loureiro, I. and Ferreira, M., 2019. Project management practices in private organizations. Project Management Journal, 50(1), pp.6-22.
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