Product managers stand to gain the most, according to Sauvage. While AI can synthesize vast amounts of documentation, it lacks the ability to apply a judgment layer or take ownership of the final outcome. These professionals provide the necessary bridge between raw machine output and customer-facing solutions, ensuring that products remain competitive in an information-saturated market.
Beyond product management, Sauvage sees a deepening reliance on engineers, scientists, and physicists. He maintains that AI cannot replace the deep technical expertise required to drive genuine innovation. He advocates for a grounding in math and physics, noting that these disciplines foster first-principles thinking—the ability to decompose complex problems into their fundamental components.
The final pillar of his forecast involves consultants. Rather than diminishing, their role will evolve into the essential interface between complex AI capabilities and enterprise adoption. As firms navigate the integration of new technologies, consultants will function as the connective tissue that aligns business objectives with AI-driven output, even as traditional consulting firms undergo their own structural transformations in response to the AI shift.

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