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Salesforce tools up for 100K big, concurrent chats with AI data distribution layer

Kafka lag, uneven tenants, Postgres hotspots and real-time AI consistency: Salesforce says scaling conversational AI infrastructure turned into a distributed systems problem.

Phillip de Wet

May 13, 2026 - 2 min read

Photo by Chor Tsang on Unsplash

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