Most e-commerce AI implementations optimize for support efficiency (answering questions, deflecting tickets). But if your goal is revenue growth, the architecture needs to be fundamentally different—systems that complete transactions, not just provide information.

What are you building: support chatbots or sales agents? The technical requirements are completely different.