CCAR-P: Claude Certified Architect — Professional

Question

A healthcare organization is assessing two Claude-powered AI architectures for a clinical-documentation assistant. Architecture X delivers higher output-quality scores, but costs $0.18 per documentation session and averages 4.2 seconds per response. Architecture Y scores slightly lower on quality metrics, but costs $0.09 per session and averages 2.1 seconds per response. The stated SLA requires responses in under 3 seconds, and the projected annual volume is 2 million documentation sessions.

Which evaluation approach properly applies business-value pillar analysis to this decision?

Explanation

A mandatory latency SLA is a feasibility constraint: Architecture X's 4.2-second average does not meet the under-3-second requirement, whereas Architecture Y's 2.1-second average does. At 2 million sessions, the annual spend is $360,000 for X and $180,000 for Y, yielding a $180,000 annual difference. The remaining decision is whether Y's quality reduction materially reduces clinical-workflow productivity enough to outweigh its compliant performance and lower cost. AWS guidance similarly calls for discarding options that do not meet workload requirements, then selecting and testing the options that satisfy latency, throughput, and response-quality requirements while evaluating their cost-performance trade-offs.

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CCAR-P: Claude Certified Architect — Professional

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