yego.me
💡 Stop wasting time. Read Youtube instead of watch. Download Chrome Extension

RFS: LLMs for manual back office processes in legacy enterprises


less than 1m read
·Nov 3, 2024

One thing I'd love to see more startups working on is the use of LLMs to automate complex back office processes in large enterprises.

So, for example, in a bank, you might have a customer service team answering loads and loads of queries from customers. People are already working on automating that, but what lots of people don't realize is that then there's a compliance team that's spot checking one in a hundred of these conversations to make sure that things like complaints are handled appropriately or that financial advice isn't given if the agent isn't qualified.

That's done by a massive team of people who are going through reams and reams and reams of text, and it's a really good task for an LLM. So, if you've got expertise or experience in things like retail banking or insurance or healthcare billing, I think those are great areas to go and look for large teams of people doing repetitive, fairly complex work.

I wish more people would work on something like that. So, if you're building something in this space, you should consider applying to Y Combinator.

More Articles

View All
Time: The History & Future of Everything – Remastered
Time… makes sense in small pieces. But when you look at huge stretches of time, it’s almost impossible to wrap your head around things. So, let’s start small—with minutes, hours, days. You probably spent the last 24 hours mostly sleeping and working, and …
Wayfinding Through the Human Genome | Podcast | Overheard at National Geographic
Foreign Fox and I’m an indigenous futurist and genome scientist of all kinds of varieties, humans, bacteria, you name it. Kale Fox is a National Geographic Explorer. He’s also the first native Hawaiian to get a PhD in genome science. This idea of indigeno…
Natural Custodians: Indigenous Lessons in Reconnecting with Nature | National Geographic
The Arctic is warming up to four times faster than the rest of the world. Ice caps are melting and sea ice is retreating, changing the weather and disrupting marine life. To protect these polar ecosystems, we need to understand them. And no one knows the …
The Real Problem With AI ✨
Evil artificial intelligence might try to take over the world. You shouldn’t trust anything it says. Well, first, the AI would attempt to gain access to as many technological systems as possible. Then, it would study us, gathering data and identifying our…
Identifying composite functions | Derivative rules | AP Calculus AB | Khan Academy
We’re going to do in this video is review the notion of composite functions and then build some skills recognizing how functions can actually be composed. If you’ve never heard of the term composite functions, or if the first few minutes of this video loo…
Worked free response question on unemployment | APⓇ Macroeconomics | Khan Academy
We are told the following table shows labor market data for country X, and they tell us how many are employed, frictionally unemployed, structurally unemployed, cyclically unemployed, and also not in the labor force. So this first question here, and actu…