{"podcast":{"title":"NC Tweener Talks","slug":"nc-tweener-talks-7053588","podcast_index_feed_id":7053588,"rss_url":"https://feeds.transistor.fm/triangle-tweener-talks","website_url":"http://www.tweenertalks.com","image_url":"https://img.transistorcdn.com/9aT0T2c4UZ-gsEZYm2CzGW4xqhiP5yWQBs5vC31qklI/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS80NjBh/YWVhZTA4ZTUyY2Fl/MDdhNzQwZWFhNDI4/MDc3Zi5wbmc.jpg","author":"Scot Wingo","episode_count":96,"summary":"A podcast for builders by builders in North Carolina. We explore the startup journey and stories with NC founders, from the idea to the exit and everything in between. NC Tweener Talks is hosted by Scot Wingo, presented and produced by NC Tweener Fund, with creative assets and design support from Walk West.","last_synced_at":"2026-06-11T14:17:12.741034+00:00","page_url":"https://stenobird.com/podcast/nc-tweener-talks-7053588"},"episode":{"title":"Dr. Helen Gu on Building InsightFinder, AIOps, and the “Last Mile” of Enterprise AI","slug":"dr-helen-gu-on-building-insightfinder-aiops-and-the-last-mile-of-enterprise-ai","published_at":"2026-02-17T07:00:00+00:00","page_url":"https://stenobird.com/podcast/nc-tweener-talks-7053588/dr-helen-gu-on-building-insightfinder-aiops-and-the-last-mile-of-enterprise-ai","show_page_url":"https://stenobird.com/podcast/nc-tweener-talks-7053588","url":"https://share.transistor.fm/s/bef6c2f9","audio_url":"https://media.transistor.fm/bef6c2f9/198c9ae8.mp3","summary":"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 algorithms with SRE teams Bootstrapping InsightFinder via NSF/SBIR funding + early angels, before raising traditional VC The professor-to-CEO transition: prioritization over “balance,” and learning to adapt daily Why founders should lead early sales (especially when the product is new-to-the-world ) How InsightFinder runs enterprise PoCs using a “replay mechanism” on historical incidents “Composite AI” + using LLMs to translate technical insights into understandable narratives If you’ve ever wondered what “AI that actually works” looks like in the enterprise, and how a research-driven founder earns trust at Fortune scale, this one’s a must-listen. Timestamps 00:02:12 — Intro to Helen + what InsightFinder does 00:04:32 — Helen’s background at NC State 00:05:49 — Google discovers the research 00:06:24 — NSF/SBIR bootstrap + company start 00:07:10 — Early ML roots (since 2000) 00:08:54 — NASA Pathfinder origin story 00:12:03 — Teaching + student questions evolving 00:13:28 — Student → PhD → InsightFinder spark 00:14:36 — Professor + CEO time management 00:17:39 — Learning sales as a founder 00:21:24 — Funding path: SBIR + angels + first VC 00:22:44 — IDEA Fund connection story 00:24:19 — LLM…","meta_description":"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 enterp…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2892,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/nc-tweener-talks-7053588/episodes/dr-helen-gu-on-building-insightfinder-aiops-and-the-last-mile-of-enterprise-ai/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/nc-tweener-talks-7053588/dr-helen-gu-on-building-insightfinder-aiops-and-the-last-mile-of-enterprise-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}