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Anthropic Claude Certified Architect – Foundations CCAR-F Question # 15 Topic 2 Discussion

Anthropic Claude Certified Architect – Foundations CCAR-F Question # 15 Topic 2 Discussion

CCAR-F Exam Topic 2 Question 15 Discussion:
Question #: 15
Topic #: 2

You are building a structured data extraction system using Claude. The system extracts information from unstructured documents, validates the output using JSON schemas, and maintains high accuracy. It must handle edge cases gracefully and integrate with downstream systems.

Your extraction system processes two document types: standard monthly reports, which are archived after processing, and urgent exception reports, which must trigger business alerts within 30 minutes of receipt. Both use the same JSON schema. You want to minimize API costs while meeting the latency requirements.

How should you architect the processing pipeline?


A.

Submit all documents to the Message Batches API with custom_id values for tracking. When results arrive, immediately process urgent documents and trigger delayed alerts for exceptions.


B.

Route standard reports to the Message Batches API for 50% cost savings, and route urgent exception reports to the real-time Messages API.


C.

Queue all documents and submit hourly batches, flagging urgent documents for expedited handling when batch results return.


D.

Submit all documents to the real-time Messages API to ensure consistent processing latency across document types.


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