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In this talk, Dr. Violet Howard urges AI developers to shift from showcasing technical capabilities to adopting a problem‑solver mindset that directly addresses business pain points. She emphasizes that the true value lies in understanding how a company operates, identifying where time or money is being wasted, and proposing automation that delivers measurable impact. By framing AI solutions in terms of concrete business outcomes—such as reducing a team's 15 weekly hours spent on repetitive client queries to near zero—developers can transition from mere builders to strategic business partners.

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