Noelle RussellChief Executive Officer, AI Leadership Institute · 5x Microsoft Trustworthy AI MVP | 3.4+ million students | #1 Thought Leader in Agentic AI | AI-Powered Revenue Growth + Cost Optimization Expert ✨Best-Selling Author: Scaling Responsible AI | TEDx Sp

Use Data to Understand the Problem and Create Solutions with the Machine #shorts

17 Nov 2025 · 1 min

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In this short video, the speaker argues that the real obstacle for organizations is not a lack of data or insufficient data‑science capacity, but a business‑awareness gap: companies often do not know how to turn the data they already possess into actionable solutions. Citing a point attributed to "Jensen," the speaker emphasizes that the future will reward those who can deeply understand a problem and then build machine‑assisted solutions. The presenter positions themselves as a "hope dealer," offering optimism that better problem comprehension and machine collaboration can unlock value from data.

Chapters

Even if you were a data scientist, like there is so much data today in, you know, in the world that there's not enough data scientists to even process that data. But the processing the data isn't actually the problem, right? The problem is that companies don't know what to do with the data that they have. And that is a business problem, a business awareness problem. It's why Jensen said what he said, that the future is gonna be who understands the problem well enough to actually create a solution with the machine. Can a machine help you? Now, I will give you some hope, a little bit of hope. I am a hope dealer. That's kind of what I do. But one of the things that we are seeing— yeah.