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The AI Architect's avatar

Really sharp take on the infrastrcture first approach. The 8 lost demo requests stat is brutal but honestly not surprising when most teams optimize campaign performance while their systems are basically held together with duct tape. I've watched companies pour budget into acquisition only to realize later they can't even track what happenned to half the leads. The mandatory audit model makes way more sense than the typical agency rush to spend.

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