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Alfiansyah Clark - TP075566 Figure 1 : Root Cause Analysis Representation  (Visual Paradigm, n.d.)     Risk management is a critical skill for entrepreneurs, allowing them to navigate the uncertainties of business ventures effectively.   In the digital world especially, with digital threats like cyberattacks, digital breaches and system vulnerabilities, being able to constantly test, assess and evolve their businesses and products is essential to try an assess the various types of risks such as: Cybersecurity, Legal, Operational, Data, strategic and third party.  (Kost, 2024) One of the tools that can be deployed is Root Cause Analysis. This is a structured problem-solving approach that aims to identify the fundamental reasons behind an issue or problem by breaking down the system to address the causes of an issue as opposed to finding a solution to an issue. (Brown, 2023) In order to do this first the user must identify and understand the problem, knowing ...

Alfiansyah Clark - TP075566 Figure 1 : Society 5.0  (Pengertian Era Society 5.0 Pasca-Revolusi Industri 4.0, 2021) As we as a society evolve from a 4.0 to a 5.0 society, where technology and human well-being converges, we must be prepared to adapt and cultivate essential skills and mindsets that will allow for a smooth and transition. First things first one must understand what society 5.0 is. This concept envisions the blend of digital technologies with physical systems, prioritizing human needs and convenience. It improves upon just automating tasks instead emphasizing wellbeing and sustainability. (Richard, 2021) Secondly, the entrepreneurial mindset is another beneficial view to have: -             Being creative allows for those to identify and come up with unique solutions to issues. -             Resilience where one is able to embrace change, learn from s...

  Alfiansyah Clark - TP075566     Image 1: Route Optimization Diagram  (Route4Me, n.d.) Artificial Intelligence has a variety of applications which can be used to solve complex issues regarding transportation and logistics. An example of where AI can be implemented is to improve route planning.  The time it takes to transport goods and materials between the different components of a supply chain can decrease both productivity and efficiency within a business. Route optimization, a combination of Geospatial technologies and Machine learning can help address these issues. (Gayst, 2023) Geospatial technologies incorporate the mapping and analysis of spatial data, taking into account weather, traffic congestion and other external variables which is then fed into an AI which utilises machine learning algorithms which absorb this data and utilises data from historical delivery data to identify patterns, to adapt and the most time and energy efficient route that ...

  Alfiansyah Max Bannatyne Clark - TP075566   Abdulhadi Muhammad - TP077039 Badr Abduldaim - TP074644    Ahmed Jinan Ali- TP075798 Abdirahman Warsame - TP077730