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Dr. Helen Gu on Building InsightFinder, AIOps, and the “Last Mile” of Enterprise AI

In this episode of Triangle Tweener Talks, we unpack what it really takes to go from professor to CEO, how InsightFinder built trust in a skeptical enterprise market, and where LLMs help (and don’t) when you’re dealing with machine telemetry data. They also explore multi-agent workflows, “composite AI,” practical enterprise adoption hurdles, and Helen’s advice for students navigating an AI-shaped future.

Highlights covered

Helen’s origin story: NASA Pathfinder work → distributed systems reliability → ML-based prediction

The Google chapter: being invited to evaluate anomaly-detection…

The skinny

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