CATWOE is a technique for exploring stakeholder business perspectives by identifying six elements: Customer, Actor, Transformation, Worldview, Owner and Environment. It helps to understand how different stakeholders perceive a business situation or problem and what they expect from a solution. Therefore, option D is the correct answer, as Paul and his business partner are in disagreement on their worldview element of CATWOE. Worldview is the element that describes the beliefs, values, assumptions or principles that underpin a stakeholder’s perspective. It helps to explain why a stakeholder thinks that a business situation or problem is worth addressing or solving. Paul and his business partner have different worldviews regarding the possibility of extracting natural gas from their land. Paul believes that it is a safe, profitable and reasonable option that will improve their financial situation. His business partner believes that it is a dangerous, unattractive and unacceptable option that will compromise their vision of living off the land. Option A is not a correct answer, as Paul and his business partner are not in disagreement on their customer element of CATWOE. Customer is the element that describes who benefits from or is affected by a business situation or problem or its solution. It helps to identify who are the main beneficiaries or victims of a business situation or problem or its solution. Paul and his business partner have the same customer, which is themselves as the owners of the farm. Option B is not a correct answer, as Paul and his business partner are not in disagreement on their actor element of CATWOE. Actor is the element that describes who carries out or performs a business situation or problem or its solution. It helps to identify who are responsible for implementing or delivering a business situation or problem or its solution. Paul and his business partner have the same actor, which is themselves as the owners of the farm. Option C is not a correct answer, as Paul and his business partner are not in disagreement on their transformation element of CATWOE. Transformation is the element that describes what changes or processes take place in a business situation or problem or its solution. It helps to identify what inputs are converted into outputs in a business situation or problem or its solution. Paul and his business partner have the same transformation, which is extracting natural gas from their land.

A business case is a document that provides the rationale and justification for a proposed business change or solution. It helps to evaluate the benefits, costs, risks and impacts of different options and recommend the best one for further development and implementation. A business case typically consists of several sections, such as executive summary, description of the current situation, description of the desired situation, options considered, analysis of costs and benefits, risk assessment and recommendations. Therefore, options A, B and C are correct answers, as they cover the sections of a business case that will address the points noted by the business analyst and the project manager. Options considered is the section where different approaches or solutions to meet the objectives of the project are identified and described. It helps to show that a range of alternatives have been explored and evaluated. Analysis of costs and benefits is the section where the financial implications of each option are estimated and compared. It helps to show the expected value and return on investment of each option. Description of the current situation is the section where the problem or opportunity that motivates the project is clearly defined and articulated. It helps to show the justification and urgency for the project. Option D is not a correct answer, as recommendations is not a section of a business case that will address any of the points noted by the business analyst and the project manager. Recommendations is the section where the preferred option is selected and proposed based on the analysis and evaluation of other sections. Option E is not a correct answer, as risk assessment is not a section of a business case that will address any of the points noted by the business analyst and the project manager. Risk assessment is the section where the uncertainties and potential negative consequences of each option are identified and analysed. It helps to show how risks can be avoided, reduced or managed.

The documentation explains that CSFs are the areas where things “must go right,” and KPIs are the measures that show whether progress is being made toward achieving a CSF. KPIs should focus on specific performance areas and should be defined so they are SMART and monitored regularly.

For a CSF of “excellent customer service,” appropriate KPIs should reflect customer experience outcomes and customer loyalty/retention. Option C (“number of customers who post negative feedback”) is directly linked to service quality: negative feedback is a clear indicator that customers perceive service failures. Tracking it (and ideally setting a target such as “no more than X per month”) provides a measurable signal of whether service is improving.

Option D (“percentage of customers who renew their annual subscription”) is also strongly linked to customer service because renewal rates are a widely used indicator of customer satisfaction and loyalty: customers who experience consistently good service are more likely to continue their membership. As a KPI, it is measurable, trendable over time, and can be given SMART targets.

The other options are not direct indicators of customer service quality: restaurant ordering (A) is sales/upsell behaviour, fitness improvement (B) is an outcome of training/programming rather than service, and payment method (E) is an administrative preference. Therefore, the best KPIs for this CSF are C and D.

A Business Activity Model (BAM) is a technique for modelling business activities within an organisation or project at a high level of abstraction. It helps to understand what an organisation does, how it does it, who does it, where it does it and why it does it. Therefore, options A and D are correct answers, as they apply to a BAM. Option A applies to a BAM, as multiple BAMs could be created to reflect different perspectives of different stakeholder groups within or outside the organisation or project. A BAM is not a single or definitive representation of the business activities, but a subjective and contextual view that depends on the purpose and scope of the analysis. Option D applies to a BAM, as the activities are most likely to be shown in boxes in a BAM. A BAM is typically represented as a diagram that consists of boxes and arrows. The boxes represent the high level activities that the organisation performs or delivers, and the arrows represent the flow or sequence of the activities. Option B does not apply to a BAM, as the owner should not always choose the final BAM. The owner is one of the stakeholder groups that may have a perspective on the business activities, but not the only or ultimate one. The final BAM should be agreed by all relevant stakeholder groups based on their needs and expectations. Option C does not apply to a BAM, as normally a consensus BAM will not be produced. A consensus BAM is a BAM that reflects a common or shared perspective of all stakeholder groups within or outside the organisation or project. A consensus BAM is not realistic or desirable, as different stakeholder groups may have different or conflicting views on the business activities. Option E does not apply to a BAM, as dependencies between the activities are shown in a BAM. Dependencies between the activities are the relationships or connections that indicate how one activity affects or influences another activity. Dependencies between the activities are shown by the arrows in a BAM diagram.

The end users are classified as high interest, low power on a power/interest grid. This is because they are directly affected by the new reporting tool and have a strong preference for not using it, but they do not have much authority or influence to change the project decision or outcome. Option A is the correct answer.

The bullet points describe taking candidate solutions and testing them , then collecting feedback to learn and decide what to do next. In design and change approaches, that is the essence of evaluation : trialling options (pilots) and assessing their suitability using stakeholder input and evidence.

The business analysis guidance places this kind of work in the “evaluate options / evaluate solution” part of the lifecycle: after a need is understood and options are generated, the next step is to assess them by considering feasibility, benefits, impacts, and risks, using structured stakeholder engagement such as workshops. Workshops are explicitly identified as an investigation technique used to gather and validate information collaboratively, which fits “workshops to capture feedback” from pilots.

Within a Double Diamond–style design process, developing multiple pilot solutions aligns with exploring the solution space, and then running pilots and gathering feedback aligns with converging by evaluating what works in practice and what should be refined, scaled, or discarded. That activity is best represented by Evaluate rather than Empathise (understanding users), Define (clarifying the problem), or Create (generating ideas without yet testing them).

Therefore, the stage present in the bullet points is Evaluate (Option C).

A Business Activity Model is a conceptual model showing what an organisation should be doing (the set of expected business activities) rather than a process model that shows how work is performed. For a start-up, there may be limited “as-is” process evidence, so the most effective starting approach from the options given is A : using industry reports and best practice to identify the likely “core” activities an e-commerce business must perform (e.g., plan, enable, do, monitor, control). The documentation explains that creating a BAM requires the analyst to think about the activities implied by a stakeholder perspective, and that early work often produces one BAM per perspective, later consolidated into a consensus view.

Option C focuses on existing workflows and structure, which is closer to process modelling and “how it does these things,” not the conceptual “what activities should exist” that a BAM is designed to show. Option B (customer surveys) supports understanding needs and preferences, but it does not on its own define the full internal set of business activities across the enterprise view. Option D outsources the modelling rather than applying the stakeholder-perspective approach and collaborative consensus-building described for BAM creation.

The business case guidance states that risk assessment should identify principal risks and—critically—define countermeasures : what can be done to reduce the likelihood of the risk occurring or lessen its impact. It notes that some risks can be transferred (e.g., via insurance), but the key is choosing countermeasures that actually address the cause.

Here, the risk is behavioural: managers may struggle to adopt a new management style required by the change. The book explicitly recognises that business change often requires changes to working practices and sometimes management style , especially where roles and authority shift. The most direct countermeasure is to build capability and readiness in the affected managers—through training, education, coaching, and support —so they understand the new behaviours, can practise them, and can be reinforced through agreed expectations. This reduces both the probability of failure (managers not changing) and the impact (inconsistent adoption harming productivity).

Option A (insurance) does not address behavioural adoption; it might transfer financial impact in some scenarios but won’t make managers change. Option C explicitly avoids change and therefore cannot mitigate the stated risk. Option B could work in extreme cases, but replacing the entire management team is a far more disruptive and costly response than necessary and is not the “most likely” effective countermeasure when the risk is capability/behaviour adoption. Therefore, training and educating the managers is the most appropriate countermeasure.

A workshop is a technique for conducting group discussions and activities with stakeholders to elicit, analyse, validate and prioritise their views and needs. It helps to facilitate effective communication and collaboration among stakeholders and resolve conflicts or issues. Therefore, options B, D and E are correct answers, as they are possible reasons why Paul did not use a workshop to avoid delays. They describe different challenges or constraints that may prevent or limit the use of a workshop technique. Option B describes a challenge related to the geographical location of stakeholders. If the stakeholders are located in different time zones, it may be difficult or impractical to arrange a workshop that suits their availability and preferences. Option D describes a challenge related to the availability of stakeholders. If the key stakeholders have busy or conflicting schedules, it may be hard or impossible to organise a workshop that involves all of them at the same time. Option E describes a constraint related to the venue of the workshop. If a neutral venue is available for stakeholder discussions, it may be preferable or necessary to use it instead of a workshop, as it may reduce bias or influence from any stakeholder group. Option A is not a correct answer, as it is not a reason why Paul did not use a workshop to avoid delays. It describes an issue that may arise during a workshop, but not prevent or limit its use. If one stakeholder has a dominant personality, it may affect the dynamics and outcomes of the workshop, but it can be managed by using appropriate facilitation skills and techniques. Option C is not a correct answer, as it is not a reason why Paul did not use a workshop to avoid delays. It describes an objective that may be achieved by using a workshop, but not prevent or limit its use. If consensus from stakeholders needs to be established, it may be beneficial or essential to use a workshop, as it can help to reach a common understanding and agreement among stakeholders.

A customer journey map is a visual representation of the steps and emotions that a customer goes through when interacting with a product or service. It helps to identify the pain points and opportunities for improvement in the customer experience. A customer journey map typically consists of the following elements: stages, actions, thoughts, feelings, touchpoints and opportunities. Therefore, option A is the correct answer, as it matches the elements of the customer journey map for Box F and Box 6. Box F represents the feeling of the customer at the stage of choosing a frame. The feeling is concern at cost, as the customer is worried about the price of the frames and lenses. Box 6 represents the opportunity for improvement at the stage of selecting lenses. The opportunity is to provide clearer information on options and pricing, as this would help the customer to make an informed decision and reduce their anxiety. Option B is not a correct answer, as it does not match the elements of the customer journey map for Box F and Box 6. Box F represents the feeling of the customer, not an opportunity for improvement. Box 6 represents an opportunity for improvement, not a feeling of the customer. Option C is not a correct answer, as it does not match the elements of the customer journey map for Box F and Box 6. Box F represents the feeling of the customer, not an opportunity for improvement. Box 6 represents an opportunity for improvement, not a feeling of the customer. Option D is not a correct answer, as it does not match the elements of the customer journey map for Box F and Box 6. Box F represents the feeling of the customer, not an opportunity for improvement. Box 6 represents an opportunity for improvement, not a feeling of the customer.