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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are a customer-success manager considering whether to escalate a Claude-generated response.
Which factor most strongly raises the impact of the output and supports escalation before external use?

A) The response is an internal draft summarizing the associate's notes from a customer call for their own reference.
B) The response is a brief internal announcement about an upcoming team all-hands meeting.
C) The response is an unchanged draft for a paying customer that includes a service-level commitment.
D) The response is a casual rephrasing of an internal team status update.

2. You are optimizing a recurring Claude workflow and must complete the diagnostic steps before changing the workflow.
Which two diagnostic steps must be completed BEFORE changing the recurring workflow? (Select two.) Each correct answer presents part of the solution.

A) Identify the steps that contribute most to time, cost, or quality issues.
B) Measure the current workflow's quality, time, and cost across recent runs.
C) Document the revised workflow steps and update the team's standard operating procedures.
D) Deploy the updated workflow across the team and monitor for adoption issues.
E) Notify executive leadership of the projected savings from the optimization.

3. You are an operations assistant selecting a model for a recurring meeting-summary task that does not require deep reasoning and runs at moderate volume.
Which selection best balances cost, speed, and quality?

A) Haiku, which is suitable only when the task requires the fastest possible turnaround.
B) Opus, which prioritizes depth at higher latency and rate-limit consumption.
C) Sonnet, which provides solid quality at moderate latency and rate-limit consumption for everyday work.
D) A custom model, which the Associate-level user would need to build and train independently.

4. You are an HR specialist sorting potential ethical risks of a Claude-supported workflow.
Which two risks pose the highest ethical concern in an HR-adjacent workflow? (Select two.) Each correct answer presents a complete solution.

A) inconsistent tone and formatting across internal HR communications sent to employees
B) inconsistent use of the company's preferred dash style across documents
C) outputs that systematically disadvantage members of a protected group
D) decisions that materially affect a person's employment without human accountability
E) a clerical typo in a routine internal calendar invitation

5. A manager is deciding what changes to make while conducting a Memory maintenance review for a long- running workflow.
Which two actions best support Memory quality over time? (Select two.)

A) Export the current memories as a backup before making changes, so prior context can be restored if a maintenance edit unintentionally removes information the workflow still depends on.
B) Delete all memories as the maintenance action to ensure a clean slate, then allow Claude to rebuild context organically through subsequent workflow runs.
C) Disable Memory entirely to eliminate the risk of stale entries surfacing in future workflow runs.
D) Leave all memories untouched on the basis that the workflow has been running consistently and no output-quality issues have been reported.
E) Identify and edit or delete entries that are stale, inaccurate, or no longer relevant, and add context Claude has not automatically captured but the workflow continues to need.

Solutions: