FD-AI BCS Foundation Diploma in Artificial Intelligence Practice Questions
Prepare for FD-AI with more than an answer.
- Level
- Foundation Diploma
- Valid for
- No expiry (BCS Foundation qualifications do not expire)
Domains covered on the exam 4
- Business Innovation
- Data
- Ethics
- Machine Learning and Other AI Techniques
- 1
An established manufacturing firm has heavily invested in digitizing its paper records and moving its servers to the cloud, achieving high 'digital maturity.' However, when attempting to implement an AI-driven supply chain optimizer, the project fails because the data is siloed across departments in incompatible formats. What does this scenario best illustrate?
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Correct answer: D
A common pitfall is confusing digital maturity (having digital tools, cloud infrastructure, digitized records) with AI readiness. AI readiness specifically requires high-quality, accessible, and integrated data. Siloed, incompatible data prevents machine learning algorithms from finding cross-departmental patterns, proving the firm was not AI-ready despite being digitally mature.
- 2
To ensure that an internally developed AI screening tool continues to operate ethically and accurately over its five-year lifespan, the steering committee mandates quarterly audits of the model's outputs against new demographic data. Which concept does this mandate best represent?
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Correct answer: C
AI systems can experience model drift or encounter new societal biases over time. Therefore, initial risk assessments are insufficient. Mandating quarterly audits represents ongoing governance activities and compliance monitoring, ensuring the AI remains ethical, accurate, and aligned with organizational standards throughout its lifecycle.
flowchart LR Design[Design & Build] --> Deploy[Deployment] Deploy --> Gov[Ongoing Governance] Gov --> Audit{Quarterly Audit} Audit -->|Pass| Gov Audit -->|Drift Detected| Retrain[Retrain Model] Retrain --> Deploy - 3
While evaluating a proposed predictive maintenance AI for a manufacturing plant, the lead business analyst points out that an upcoming change in national employment laws could trigger union strikes if automation displaces workers. Which quadrant of a PESTLE analysis does this specific constraint fall under?
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Correct answer: B
Changes in national employment laws fall squarely under the 'Legal' aspect of a PESTLE analysis. While the subsequent strike has sociological and economic impacts, the root constraint identified by the analyst—the upcoming change in employment legislation—is a legal factor that must be evaluated before implementing the AI solution.
- 4
Following the deployment of a customer service chatbot, an unprecedented failure occurs where the AI begins confidently hallucinating entirely fabricated company policies, leading to immediate severe reputational damage and media backlash. According to the Cynefin framework, which domain does this situation represent, and what is the appropriate response strategy?
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Correct answer: A
The Cynefin framework categorizes unprecedented, high-urgency crises as the Chaotic domain. In this state, there is no time to probe or analyze; leaders must first act to establish order (e.g., pulling the chatbot offline immediately), then sense where stability is present, and finally respond to transition the situation into the Complex domain.
stateDiagram-v2 [*] --> Cynefin Cynefin --> Clear: Sense-Categorize-Respond Cynefin --> Complicated: Sense-Analyze-Respond Cynefin --> Complex: Probe-Sense-Respond Cynefin --> Chaotic: Act-Sense-Respond
