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Compelling breakdown of how AI is restructuring BPO economics. The margin compression dynamic is key, most incumbents will try integrating AI but struggle with legacy system friction. I briefly consulted for a mid-sized healthcare BPO and the tech stack was frankenstein'd together, swapping that for AI-native infrastructure isn't trivial. What's interesting is how vertical focus plays out, specialized BPOs with domain knowledge might have more defensibility than horizontal plays because regulatory compliance is harder to commoditize.

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