Ofir Ehrlich, co-founder and CEO of Eon, discusses how AI startups are overcoming slow enterprise procurement cycles using forward-deployed engineering.
“Now it seems that you're coming to a large legacy enterprise. They really want to adopt the ad because they have to, the problem is they don't know how to do it. They understand that their processes are very long. There's something that takes a year or two or more, but they need to have it now. And the only way they can actually getting deployed and become AI much faster is by letting a strong engineers who understand what they're doing and coming with the toolbox that they've created in top Silicon Valley companies, startups and sometimes larger companies to come and transform those organizations. And you see them Shrinking sales cycles and you see companies going really fast because of that.”
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More from Ofir Ehrlich
Opinion
Ehrlich says legacy data tools cannot handle noisy AI agent data
“So you need tools that are able to both understand data from multiple locations, clean the noise, and make sure all of these data that's been created is actually usable. It doesn't apply with the old tools that were very, some of them were incredible. Five Tro…”
Ofir EhrlichAug 27, 2026▶ 25:16Rethinking Legacy Data Infrastructure with Eon Co-Founders Ofir Ehrlich and Gonen Stein
Insight
Ehrlich says proprietary data is the only real moat for AI
“When you can think about it, ah, models, ah, compute, everything is relatively ephemeral, ah, almost zero switching costs, and those are infrastructure, important parts of the infrastructure. For the industry. But if you're a company, whether you're a hotel ch…”
Ofir EhrlichAug 27, 2026▶ 3:22Rethinking Legacy Data Infrastructure with Eon Co-Founders Ofir Ehrlich and Gonen Stein
AssertionSupported
Ehrlich says Google bought bankrupt Spirit Airlines' data for $10 million
“Google buy something from the bankrupt Spirit Airlines. They didn't buy airplanes. They bought the data. They bought the data for ten million dollars, because they think it's very important in that perspective, they're using it to train models.”
Ofir EhrlichAug 27, 2026▶ 3:47Rethinking Legacy Data Infrastructure with Eon Co-Founders Ofir Ehrlich and Gonen Stein
AssertionNot checkable as stated
Ehrlich says AI labs are trying to buy hedge fund data
“I'm hearing about, you know, labs going to Wall Street and trying to buy data from a hedge funds and try to understand how to map and analyze companies.”
Ofir EhrlichAug 27, 2026▶ 4:55Rethinking Legacy Data Infrastructure with Eon Co-Founders Ofir Ehrlich and Gonen Stein
Opinion
Ehrlich says Spirit Airlines data trains AI on enterprise corporate hierarchies
“And I think that Spirit Airlines can be used both as an airline company, but also as a large enterprise, as a place where lots of people work, a lot of, you know, the hierarchy, middle management, top management, and workers working together.”
Ofir EhrlichAug 27, 2026▶ 7:26Rethinking Legacy Data Infrastructure with Eon Co-Founders Ofir Ehrlich and Gonen Stein
Insight
Ehrlich says misaligned incentives between data and business teams stall AI
“We understood that there's a problem with how this works because we have different incentives. You were tasked with doing that. I'm tasked with making sure my systems work, and I'm tasked with making sure that data is intact, no data is running away. I don't a…”
Ofir EhrlichAug 27, 2026▶ 12:51Rethinking Legacy Data Infrastructure with Eon Co-Founders Ofir Ehrlich and Gonen Stein
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