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Gary The AI Strategist's avatar

Grace, here is my take on this. Tencent’s steady, embedded AI strategy underscores a lesson more leaders are waking up to: the real future of AI isn’t general — it’s structural and domain-specific.

Horizontal LLMS provided us with a glimpse of their potential. But the real impact — the kind that drives margin, resilience, and differentiated capability — is coming from vertical integration. AI tuned to the shape, logic and tension points of specific industries, not just fine-tuned on datasets, but aligned to the business architechture itself.

We see it in Tencent’s gaming and ad platforms. Not as flashy announcements, but in how AI is embedded into the product, monetisation and operational infrastructure. That’s not just adoption — that’s absorption.

This is the lens we apply daily: not "how can AI impress," but where should it live inside a domain’s operating model? And whether that structure is ready to evolve with it.

Broad capability is exciting. But vertical coherence — that’s where the future competes.

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