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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. A business analyst has been asked to use Claude to extract requirements from a recorded stakeholder interview transcript. The transcript is approximately 90 minutes long and covers multiple topics.
Which approach is most likely to produce a usable structured output?

A) Provide the transcript along with a structured prompt that requests must-haves, nice-to-haves, open questions, and conflicts as separate sections.
B) Provide the transcript and ask Claude to produce a single ranked list of requirements, since a single list is easier for stakeholders to review than separate sections.
C) Provide the transcript and ask Claude to summarize it; extract requirements from the summary in a second pass since two passes catch more detail.
D) Provide the transcript and ask Claude to produce a chronological list of every statement that contains a verb, then classify each statement as a requirement or not.

2. You are a business analyst evaluating a Claude-generated business case against the agreed acceptance criteria.
Which is the correct order of evaluation steps?
(1) Compare the business case with the source data and required topics.
(2) Document gaps and inaccuracies for follow-up or correction.
(3) Restate the acceptance criteria for the business case.
(4) Decide whether to use the business case, iterate, or escalate.
(5) Read the business case from beginning to end to form an initial impression.

A) 1, 3, 5, 2, 4
B) 5, 3, 1, 2, 4
C) 3, 5, 1, 2, 4
D) 3, 1, 5, 2, 4

3. As part of a workflow redesign, a process analyst is applying the AI Fluency Framework Delegation competency.
Which two criteria most directly inform Delegation decisions? (Select two.)

A) The seniority of the team member who currently performs the step, since more senior roles typically involve higher-stakes tasks that warrant human retention.
B) The reversibility of the task and the consequences of an error, which together indicate whether the step is safe to delegate to Claude or should be retained for human decision-making.
C) The visual complexity of the workflow diagram, since steps with more connections and dependencies are more likely to require human oversight.
D) The length of time the workflow has existed in its current form, since well-established processes have been sufficiently validated for AI delegation.
E) The need for human creativity, empathy, or judgment in the step, which indicates whether the task is appropriate for AI delegation or requires human capabilities that Claude cannot provide.

4. You are a project manager reviewing stakeholder messages that teammates have drafted about Claude's role in a workflow.
Which two messages are appropriate for stakeholder communication about Claude? (Select two.) Each correct answer presents part of the solution.

A) A clear statement of the limits and known failure modes of the integration
B) A vague reassurance that "the AI is taking care of it" without further detail
C) A claim that Claude will handle every task without any human involvement
D) An honest description of where Claude assists and where humans retain decisions
E) A claim that the model never makes errors and requires no quality review

5. An analyst has been asked to compute summary statistics from an uploaded sales data file and produce a chart for a weekly report.
Which output approach best fits the task?

A) Produce a written placeholder for the chart in the chat response without generating the actual visualization, leaving the weekly report without the visual output it requires.
B) Ask Claude to estimate the summary statistics from a brief preview of the file, accepting unverified figures rather than running the calculations against the full uploaded dataset.
C) Request a narrative description of the data in the chat response without computing values, leaving the summary statistics and the chart unproduced and the weekly report incomplete.
D) Use Code Execution to perform the calculations and generate the chart, then verify the computed results against the source data before sharing the output.

Solutions: