AI Success: You Need 2 Humans! Why Self-Serve Fails #shorts

Name: AI Success: You Need 2 Humans! Why Self-Serve Fails #shorts
Uploaded: 2026-01-07T12:24:37+00:00
Duration: 1 min 41 s
Channel: Jason M. Lemkin
Description: In this short monologue, Jason M. Lemkin argues that successful AI product adoption hinges on having two dedicated humans: (1) a vendor‑side…

7 Jan 2026 · 2 min

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1:41

In this short monologue, Jason M. Lemkin argues that successful AI product adoption hinges on having two dedicated humans: (1) a vendor‑side forward‑deployed engineer or solution architect who helps the customer train, deploy, and iterate the model, and (2) an in‑house go‑to‑market (GTM) or AI engineer who owns the implementation, integration, and ongoing iteration within the company. He explains that pure self‑serve AI offerings often fail because they lack the hands‑on onboarding and continuous training that these human roles provide. Lemkin notes that the higher price of many AI tools reflects the cost of the vendor‑side human assistance, and he advises buyers to prioritize vendors that supply this support over slick sales pitches. He also cautions that fully automated, autopilot AI training is not yet viable; until it is, both sides need human involvement.

Chapters

I think you need two people to make this success. One, you need someone, generally speaking, at the vendor to help you deploy it. Yeah. A forward deployed engineer, solution architect. They go by different names. Everyone on social media, everyone is, for startups, is talking about forward deployed engineers. And what that term can mean, a lot of things. It probably doesn't mean for you what it mean, meant to Palantir when they invented it, but it means someone that can work with you and your training and get it into production. Yep. That's why a lot of these tools, that's why self-serve doesn't work that well. And that's why a lot of the, one reason some of these tools are relatively more expensive. Yes. Is because you need a human helping you onboard your product. Okay. You need one. If you can't get that help, don't buy the vendor. No matter how slick the salesperson is, AI or human, if you're not going to get the help to train and deploy, I'd rather have a worse vendor that will give me the help. 100%. One way or another, you need a GTM engineer in-house. In-house, you need a nerd. You need an AI nerd. Try to find the one, like, GTM nerd on your team, promote them, and have them own this. But you need— it needs to be that nerdy person that can implement software. Um, it's not new, but you need that. You need the, the vendor to help you and one person in-house. Yes. And the last one on self-serve, look, a lot of the vendors that are out here and will be at Annual and that They're, they're, they're rolling out more self-serve product, but it's early because of training. It's early. This is, just bear in mind, this is gonna come, but training, iterating on autopilot with no human, it's not there yet. Or you need humans on both sides. Yes. To make the AI work, you need two humans. You need two humans.