The wrong choice can create either platform sprawl or an oversized shared blast radius.
FOUNDATIONENTERPRISE AI ARCHITECTURE
Shared vs Dedicated AI Components
Shared architecture reduces duplication, while dedicated components improve isolation and workload-specific control.
A company shares the AI gateway and evaluation service but gives regulated RAG workloads dedicated vector stores.
Which components benefit from multi-tenancy, and which need stronger isolation?
REMEMBERShare common control; isolate where risk or performance demands it.
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