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An insurance company tells the architect: "We want to use AI to handle claims." Before choosing any architecture, what should the architect do first?
A
Define the specific decision or output the system must produce, who consumes it, the daily volume, the latency tolerance, the accuracy bar, and the cost ceiling — and only then choose an architecture that fits.
B
Build an autonomous multi-agent prototype to show what is possible and let the requirements emerge from it.
C
Benchmark several model tiers on a sample of claims and keep whichever performs best.
D
Load every historical claim document into a vector store so retrieval is ready before design begins.