Liberty: AI Agents Will Know All Internal Company Data Within Five Years
Edo Liberty · He got rejected by 40 VCs & had 6 months of runway—2 years later, he raised $100M from a16z. | Ed... · PMF Show · Mar 17, 2025 · at 58:34
Pinecone founder and CEO Edo Liberty outlines his five-year outlook for enterprise AI agents and full-scale institutional knowledge retrieval.
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“I'm telling you in five years, the thought that maybe the conversational agent that you are talking to inside your company hasn't Listen to all the sales calls that ever, ever happened. The company knows everything about your product and can talk about it intelligently. The thought that that's not the case is going to be weird to you, right? Obviously it knows everything. We'll get there, but there are at least five years worth of innovation and building in front of us to do that in production, at scale, with accuracy, with all the bells and whistles and all the models and all the hooks and everything, you know, for everything to work perfectly. So I have no doubt that this is happening and I am Just, I have as much confidence that this is going to be the future in five years in the same way that, you know, I had confidence we'd be here with Pinecone five years ago.”
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