Architecture & Workflow — CCAR-F Practice Question
A representative Claude Certified Architect - Foundations (CCAR-F) exam question on Architecture & Workflow. Work through it below, then read why each option is right or wrong.
Short answer
The correct answer is D. A deterministic state machine that uses Claude for ambiguous extraction and explanation while code enforces transitions and approval.
The process has known stages and high-impact transitions. Deterministic orchestration creates auditability while reserving model judgment for the genuinely ambiguous steps.
The Question
A claims process has a fixed sequence and each transition must be auditable: intake, extraction, rule validation, human approval, and payment. Which architecture best fits?
Why D is correct
The process has known stages and high-impact transitions. Deterministic orchestration creates auditability while reserving model judgment for the genuinely ambiguous steps.
Why the other options are wrong
Option A does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (D) is the only one that fully meets every constraint stated in the question.
Option B does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (D) is the only one that fully meets every constraint stated in the question.
Option C does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (D) is the only one that fully meets every constraint stated in the question.
Key idea: Architecture & Workflow
The process has known stages and high-impact transitions. Deterministic orchestration creates auditability while reserving model judgment for the genuinely ambiguous steps. On the CCAR-F exam, questions in the "Agentic Architecture and Orchestration" domain test whether you can map a scenario's constraints to the right choice. Read the requirement carefully, eliminate options that violate any single constraint, and pick the one that satisfies all of them with the least operational overhead.
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