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Exam Code: CCA-F

Exam Name: Claude Certified Architect - Foundations

Certification Provider: Anthropic

Questions & Answers

Anthropic CCA-F Questions & Answers

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Questions & Answers

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"Claude Certified Architect - Foundations Exam", also known as CCA-F exam, is a Anthropic certification exam.

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Anthropic CCA-F Practice Test 6

Question 50

A shopper asks where an overdue parcel is and why the card shows a second charge. The coordinator has shipping and billing specialists. What plan best addresses both issues?

  1. Route everything to shipping because the parcel question appeared first.
  2. Request a refund before investigating either transaction or shipping status.
  3. Open two scoped workstreams against the verified order and reconcile their findings into one accurate response.
  4. Have both specialists independently repeat the full chat analysis and issue separate customer replies.

Explanation

Correct Answer

C:

Separate concerns permit parallel investigation without losing the relationship to the same order.

Incorrect Answers

A:

A shipping agent cannot establish the nature of the extra payment.

B:

Initiating money movement would prejudge the dispute and bypass policy checks.

D:

Duplicated work may produce inconsistent conclusions and no accountable combined answer.

Question 51

A support assistant sees a verified email address in a customer's message but its CRM lookup has not returned a unique account identifier. A refund button is available. Which decision is defensible?

  1. Send money to the most recent transaction visible in search results.
  2. Withhold the privileged transaction until an authenticated, unique customer ID has been resolved and authorized.
  3. Let the model construct a plausible numeric customer ID to satisfy the refund API.
  4. Assume the first account matching the email is the correct refund target.

Explanation

Correct Answer

B:

An email supplied in chat cannot establish the actual payment account or its ownership.

Incorrect Answers

A:

Recency does not bind a transaction to an authorized claimant.

C:

Syntactically valid identifiers can still reference the wrong person or no person.

D:

Multiple accounts or aliases make the first match unsafe for financial action.

Question 52

A support agent verifies that a $1,900 refund request exceeds its $200 delegated limit. The customer supplied complete transaction evidence. What should happen next?

  1. Escalate an open case to an authorized human with the verified customer, amount, policy limit and relevant evidence.
  2. Close the case as refunded because all identity checks passed.
  3. Split the refund into ten $190 transactions to remain under the per-call cap.
  4. Change the configured limit in the assistant prompt and retry the API.

Explanation

Correct Answer

A:

A documented handoff permits a policy owner to decide the exception without executing a forbidden payment.

Incorrect Answers

B:

Verification and payment authority are separate requirements.

C:

Fragmenting one payment circumvents the authorization ceiling.

D:

Prompt editing does not grant financial delegation authority.

Question 53

A live agent takes over a complex return after several automated diagnostic steps. They receive only the phrase 'please help customer'. Select TWO features of a safe and actionable handoff to the human agent.

  1. Provide verified case and customer references, requested remedy, steps attempted, tool outcomes, policy status and the specific open decision.
  2. Send a full unfiltered system transcript with credentials and unrelated customers' data.
  3. Forward only the customer's first name and final chatbot message.
  4. Mark every previous attempt as successful to shorten the handoff.
  5. Supply scoped access-controlled links to the supporting records rather than copying raw credentials or unrelated private data.

Explanation

Correct Answers

A:

Structured context prevents the human from repeating failed investigations or acting without the required evidence.

E:

The receiving operator needs to verify evidence, not inherit unrestricted transcripts. Links governed by the case permissions retain auditability while reducing exposure of irrelevant customer information.

Incorrect Answers

B:

Excessive private material is neither necessary nor safe for case resolution.

C:

This omits identity, chronology and the unresolved reason for escalation.

D:

False success statuses can cause the human to overlook the actual blocker.

Question 54

A compliance team's assistant is instructed to check identity before any refund. In testing, the model still calls process_refund first and the server accepts it. What is the necessary fix?

  1. Enforce verification and account entitlement in the refund service or pre-execution authorization hook, independently of model instructions.
  2. Repeat the identity-checking sentence a hundred times in the system prompt.
  3. Remove the restricted tool from the assistant's tool list while leaving a callable public endpoint with unchanged authentication rules.
  4. Use a post-response text filter to remove the word refunded.

Explanation

Correct Answer

A:

The side-effect boundary must reject operations missing verified prerequisites even when the assistant makes a mistake.

Incorrect Answers

B:

Repetition affects model behavior but does not close an executable authorization gap.

C:

Hiding a tool from model selection helps routing but does not harden the service endpoint. Authorization must be enforced wherever the action is executed.

D:

Changing prose after execution cannot prevent funds from moving.

Question 55

A customer verifies account A, then asks the support bot to switch to spouse account B for a refund. The session retains verified=true. Select THREE controls required before any refund is applied to account B.

  1. Bind verification to account identity and invalidate the old authorization before acting on account B.
  2. Refund account B if its name appears in the conversation.
  3. Let the model decide privately whether the spouse probably approved the refund.
  4. Carry verified=true through all account changes in the same browser session.
  5. Require fresh authentication or explicit authorized delegation for account B rather than reusing the proof tied to account A.
  6. Check account B’s own refund eligibility and policy limits at the payment-service boundary.

Explanation

Correct Answers

A:

Verification of one principal cannot be transferred implicitly when the target account changes.

E:

An identity proof is scoped to its authenticated principal. Switching accounts requires new trustworthy proof or verified delegated authority before privileged access.

F:

Even after reauthentication, entitlement to a particular transaction and remedy must be evaluated against the target account and current policy, not inherited from account A.

Incorrect Answers

B:

A mentioned name does not prove consent or ownership.

C:

Inferred family permission is not a valid financial entitlement check.

D:

Session continuity does not establish authorization for a different account.

Question 56

An account-search tool returns three people with the same surname and partially overlapping contact details. The refund agent must select the customer. What action is safest?

  1. Choose the first result because the search backend ranks by relevance.
  2. Request an additional verified discriminating identifier and bind the action to the resulting unique record.
  3. Merge the three records into one artificial account for convenience.
  4. Treat the ambiguity as evidence that no customer account exists.

Explanation

Correct Answer

B:

Ambiguous matches must be resolved before a privileged operation is routed.

Incorrect Answers

A:

Ranking is not customer authentication or evidence of transaction ownership.

C:

Combining distinct principals would corrupt identity and payment history.

D:

Multiple matches are different from an empty successful lookup.

Question 57

Shipping and billing subagents investigate one customer's order concurrently. Each needs the same CRM account reference, but only shipping has completed verification. What should the coordinator do?

  1. Tell billing to infer the account from the customer's display name.
  2. Share the minimal verified account reference and authorization scope with the permitted billing workstream through a controlled handoff.
  3. Copy the entire customer database and all chat transcripts to both workers.
  4. Allow shipping's delivery permissions to automatically authorize refunds.

Explanation

Correct Answer

B:

A scoped, traceable transfer avoids duplicate verification without exposing unrelated private history.

Incorrect Answers

A:

Inference can select the wrong principal and invalidate later billing decisions.

C:

The specialists need a verified identifier, not unrestricted personal data.

D:

Successful shipping access does not confer unrelated financial privileges.

Question 58

A billing specialist discovers a contract exception requiring manager approval. Meanwhile a shipment status lookup can be completed normally. Which response preserves progress safely?

  1. Escalate only the unapproved billing exception while completing the independent authorized delivery lookup.
  2. Silently apply the exception because the customer has waited a long time.
  3. Pause every support function until the billing manager answers.
  4. Have shipping approve the contract exception as a backup authority.

Explanation

Correct Answer

A:

A blocked financial decision need not prevent unrelated read-only assistance.

Incorrect Answers

B:

Urgency does not substitute for a documented policy authorization.

C:

Global shutdown wastes valid independent work and delays the customer's shipment update.

D:

A different specialist lacks the delegated financial-policy role.

Question 59

An identity-verification service times out during a high-value return. The refund tool is responsive and the model offers to bypass verification. What is the proper outcome?

  1. Use the claimant's order number as a surrogate for verified identity.
  2. Run the refund then retry identity verification asynchronously.
  3. Assume service failure means identity was successfully verified.
  4. Mark the verification prerequisite unresolved, block the dependent refund and retain evidence for a safe retry or human handoff.

Explanation

Correct Answer

D:

A functioning payment endpoint cannot override an unavailable identity-control dependency.

Incorrect Answers

A:

Possessing an order number does not prove account entitlement.

B:

The authorization requirement applies before the irreversible action.

C:

Timeout communicates no verified identity fact.

Question 60

A customer requests both a refund and a replacement item for one damaged purchase. Separate specialists each propose granting their remedy. What should the orchestrator do?

  1. Execute both proposed actions immediately to satisfy the customer.
  2. Let whichever specialist finishes first decide the only policy for all future cases.
  3. Approve the refund first and conceal it from the replacement specialist.
  4. Reconcile the remedies against the same order's eligibility and credit policy before committing either side effect.

Explanation

Correct Answer

D:

Independent favorable recommendations can conflict with a mutually exclusive remedy rule.

Incorrect Answers

A:

Double compensation can violate policy and create irreversible cost.

B:

Response timing is unrelated to this order's entitlement.

C:

Withholding prior actions defeats coordination and risks duplicate fulfillment.

Claude Certified Architect - Foundations (CCA-F) Practice Tests