The Insight Extractor - Use AI to Find the Story Hidden in Your Data | The So-What

24 Oct 2026 · 4 min
4:16

In this presentation, TJ Walker addresses the challenge of being overwhelmed by large, unstructured data sets—spreadsheets, surveys, dashboards, and research reports—when trying to craft a compelling presentation. He proposes a practical workflow that leverages AI to quickly surface the three or four most important insights from the raw material. The process begins with the presenter writing down their own top insights before consulting the AI, then comparing the two lists. Walker outlines three possible outcomes of this comparison: (1) the AI confirms the presenter’s insight, boosting confidence; (2) the AI uncovers a missed insight, saving time and potentially revealing the story’s core; (3) the AI offers a confidently wrong insight, prompting the presenter to sharpen and articulate the real insight even more clearly. He emphasizes that this method does not replace human judgment but serves as a fast, tireless partner for stress‑testing what matters. Finally, Walker assigns a hands‑on exercise: pick a real data pile, generate personal top insights, run the AI, and analyze the result—whether confirmed, missed, or hilariously wrong—to refine the final narrative.

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