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Six tenant lanes feeding a shared AI inference layer, with each lane labeled by an isolation property (data plane, cost attribution, quality SLO, rate limit, configuration, audit)

Multi-tenant AI: what you can't fake when you have 50 customers

Single-tenant AI hides bad architecture. Multi-tenant AI exposes it. Six things that compound across a tenant set and cannot be deferred.

Platform EngineeringMulti-Tenant AIProduction AI