Please read this scenario prior to answering the question.
You are employed as an Enterprise Architect within an Enterprise Architecture (EA) team at an environmental agency. The agency has multiple divisions, and is responsible for overseeing environmental protection, regulation, and conservation efforts.
The agency has a well-established EA practice and follows the TOGAF standard as its method for architecture development. Along with the EA program, the agency also uses various management frameworks, including business planning, project/portfolio management, and operations management. The EA program is sponsored by the Chief Information Officer (CIO), who has actively promoted architecting with agility within the EA department as the preferred approach for projects.
The agency is preparing itself for a world where Artificial Intelligence (AI) is widely adopted. As a result, the agency is looking to determine the impact and role that AI will play moving forward.
The CIO has approved a Request for Architecture Work to look at how AI can be used for services across the agency. She has noted that digital platforms will be a priority for investment in order to scale the planned AI applications. Using AI to automate tasks and make things run smoother is seen as a big advantage. Process automation, and improved efficiency from manual, repetitive activities has been identified as the key benefits of applying generative AI to their agency's business. This will include back-office automation, for example, for help center agents who receive hundreds of email inquiries. This should also improve services for their customers by making them more efficient and personalized, tailored to each individual's needs.
Many of the agency leaders are worried about relying too much on AI. Some leaders think their employees will need to learn new skills. Some employees are worried they might lose their jobs to AI. Other leaders worry about security and cyber resilience in the digital platforms needed for AI to be successful.
Question:
Refer to the scenario.
The EA team leader has asked how to address the concerns, and how to manage the risks of a new architecture for the project.
Based on the TOGAF standard, which of the following is the best answer?

• A. You recommend that the key stakeholders be formally identified. This should include those who will be most helpful for the change to be successful. A Communication Plan should be made to address their needs. This plan should include a report that summarizes the key features of the architecture based on stakeholder requirements and addressing concerns. You meet with each key stakeholder to make sure their concerns are being addressed. You make sure that the architecture being developed clearly addresses risk management.
• B. You recommend conducting an analysis that separates the different types of stakeholders into groups.
  They can be put into categories including corporate functions, end-user organization, project organization, systems, and external. Models should be developed for each stakeholder category to ensure that all the necessary information and details are considered. A meeting should be held with the stakeholders to verify that their concerns have been addressed. Risk management will be considered during the Implementation Governance phase.
• C. You recommend an assessment of the power, influence, and interest of key individuals affected by the project. This includes documenting the positions, concerns, issues, and cultural factors of each interest group. This information will shape how the architecture is presented and explained. The concerns and relevant views can be defined for each group and recorded in the Architecture Vision document. The requirements for addressing risk should be recorded in the Architecture Requirements Specification and checked through regular assessments and feedback.
• D. You recommend creating an Organization Map to display the links between different parts of the agency. This will help the EA team to find and involve all areas of the agency impacted by this strategic change. Multiple business models should then be created that can be applied to AI related projects. A meeting will be held with the stakeholders to teach them how to interpret the models and see how their concerns are being addressed. Risk will be managed as part of the Security Architecture development.

Which of the following statements about architecture partitioning are correct?
It is equivalent to architecture levels.
It enables different groups of architects to own and develop specific parts of an architecture.
It is implemented following a generally applicable partitioning model.
It is used to simplify the management of an Enterprise Architecture.

• A. 1 & 3
• B. 2 & 3
• C. 2 & 4
• D. 1 & 4

You are working as an Enterprise Architect at a large company. The company runs many retail stores as well as an online marketplace that allows hundreds of brands to partner with the company. The company has a mature Enterprise Architecture (EA) practice and uses the TOGAF standard for its architecture development method. The EA practice is involved in all aspects of the business, with oversight provided by an Architecture Board with representatives from different parts of the business. The EA program is sponsored by the Chief Information Officer (CIO).
Many of the stores remain open all day and night. Each store uses a standard method to track sales and inventory, which involves sending accurate, timely sales data to a central AI-based inventory management system that can predict demand, adjust stock levels, and automate reordering. The central inventory management system is housed at the company's central data center.
The company has acquired a major rival. The Chief Executive Officer (CEO) believes that the merger will enable growth through combined offerings and cost savings. The decision has been made to fully integrate the two organizations, including merging retail operations and systems. Duplicated systems will be replaced with one standard retail management system. The CIO expects significant savings from these changes across the newly merged company.
The rival company has successfully implemented the use of hand-held devices within stores for both customers and staff, which has increased satisfaction due to time savings. The CIO has approved the rollout of these devices to all stores but has stated that training should be brief, as there are many part-time employees.
You have been asked to confirm the most relevant architecture principles for this transformation. Based on the TOGAF Standard, which of the following is the best answer?

• A. Common Vocabulary and Data Definitions, Compliance with the Law, Requirements Based Change, Responsive Change Management, Data Security
• B. Control Technical Diversity, Interoperability, Data is an Asset, Data is Shared, Business Continuity
• C. Common Use Applications, Data is an Asset, Data is Accessible, Ease of Use, Business Continuity
• D. Maximize Benefit to the Enterprise, Common Use Applications, Data is an Asset, Responsive Change Management, Technology Independence

Consider the following statements
1 A whole corporation or a division of a corporation
2 A government agency or a single government department
3 Partnerships and alliances of businesses working together such as a consortium or supply chain What are those examples of according to the TOGAF Standard?

• A. Enterprises
• B. Architectures Scopes
• C. Organizations
• D. Business Units

Which of the following best describes the class of information known as the Reference Library within the Architecture Repository?

• A. Specifications to which architectures must conform
• B. Guidelines and templates used to create new architectures
• C. A record of the governance activity across the enterprise
• D. Processes to support governance of the Architecture Repository