Insight certainty 4/5 debate potential 2/5

Ambrose: Dumping raw emails into ChatGPT fails without structured enterprise context

Jason Ambrose · Scaling Revenue Intelligence with Jason Ambrose of People.ai | The Innovators & Investors Podcast · Mar 24, 2026 · at 3:34

Jason Ambrose, CEO of People.ai, explains why generalist LLMs require structured proprietary context to deliver actionable enterprise intelligence.

0:00 / 0:19exact quote · 19.3s
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“So you can take all your emails, you can dump that into chat TPT, and it's really not going to be very good at, Figuring out that information, right? But if you think about pairing that with your structured information of like, what's a transaction, right? Who's a contact that I care about?”

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