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Give the AI a memory of each customer that is curated and decaying, not a raw event firehose it cannot use and should not keep
Let a model propose the next action when it can, and serve a known-good rule when it cannot, so the experience never depends on the model being up
Turn search queries, chat, support tickets, and reviews into structured intent signals, without mistaking sentiment for intent