Enterprise Workflows
topic on 8 shows · 13 statements across 13 episodes
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13 statements about Enterprise Workflows, every show
Foundation models struggle with multi-stakeholder enterprise workflows due to missing memory
“The foundation models aren't built for that because they don't really understand persona. They don't have memory. You know, you think they don't have memory of multiple complex and the interdependencies between those. So I actually am seeing founders, some of …”
Mignano: 80% of non-coding enterprise tasks do not require frontier AI
“80% of non-coding tasks in the enterprise can be done with models that are not at the frontier.”
Evans: Enterprises lack spare staff to re-architect workflows for AI
“And so, you're supposed to, like, Completely re- imagine all of the internal workflows of your company and work out which of them could be automated really quickly with AI. That's a project. That's a project that needs like five or 10 people to sit down and sp…”
Levie: Rapid AI innovation causes enterprise decision paralysis, slowing diffusion
“So, so to some extent, the speed of our change in, in tech actually reduces the ability for the tech to get diffused into the really, really important workflows. Because now you have a lot of paralysis in, in just making decisions.”
Evans: Cloud accounts for only a third of enterprise workflows
“It's still only sort of a third of enterprise workflows. So it takes a long time to re-platform.”
Smith: Enterprise leaders know repetitive processes exist but cannot locate them
“The challenge we learned is a lot of people don't know where they are. They know they've got them, but they don't know where. So that was like a big problem in and of itself. And so I had to do a lot of like most professional services work to help them figure …”
Siddharth: Enterprise AI automation is at 0.25 on a 10-point scale
“If I think of a zero to 10 point scale on the consumer side, we are maybe at a three.
On the enterprise side, we are maybe at a .25 at best, right?”
Ram: Agentic AI will synthesize multi-product enterprise workflows
“And so, agentic applications will just take this even further, where they'll synthesize all these products and allow me to prepare for The day and my day involves all of these things, but with a larger objective, which is to deliver the product on time.”
Dines: Enterprise AI agents will recommend, not act directly without human validation
“Agents will make recommendations. Agents are not gonna take actions directly. There will be a progression from agents making recommendations, going to a human user for validating, and then calling an action.”
Evans: Cloud computing accounts for only 30% of enterprise workflows
“All these kind of basic procurement, IT procurement questions, which are why IT, why cloud is still only sort of 30% of enterprise workflows.”
Luan: Every enterprise workflow is an edge case
“I was talking to Parag, who used to be the CEO of Twitter, we were just hanging out the other day, and he's like, dude, every enterprise workflow is an edge case, and he's absolutely right, and that's why you need to control the same thing.”
Wang: Generative AI will drive 100x performance gains in enterprise workflows
“AI will drive 10 to a hundred times performance improvements, showing companies that there is a new way to work, Advancing from text to image to more complex workflows, such as text to SQL queries, or eventually text to Excel modeling and more.”