AI capacity depends on token shape and context size, not only requests per second.
REQUIREMENTSENTERPRISE AI ARCHITECTURE
Workload and Scale Profile
The scale profile describes request volume, token sizes, concurrency, seasonality, geographic distribution and burst behavior.
Two million short classifications per day need a different platform than 2,000 long-context research sessions.
What does peak workload look like in tokens and concurrent sessions?
REMEMBERArchitecture for workload shape, not average traffic.
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