Beyond Chatbots: What Makes Julius Unique?  ## Metadata - Author: [[Hard Fork AI]] - Full Title: Beyond Chatbots: What Makes Julius Unique? - Category: #podcasts - URL: https://share.snipd.com/episode/2f8b2dd2-a300-41ab-9bf2-d9cf196e6cf9 ## Document Notes ## Highlights - **CEO's Viral Prank to Startup** - Julius CEO Raul Sunwalker went viral with a prank at Elon Musk's Twitter takeover before launching the startup. - He now leads a real company backed by top VCs and tech leaders. Transcript: Jaeden Schafer So just raised $10 million in the pre-seed, like I mentioned. What's interesting is their CEO is like sort of low-key famous. You probably, you may remember him uh he had a viral prank back in the day with um when elon bought x him and his buddy pretended to be fired x workers and they went outside with their boxes And gave all these like press interviews about how elon was firing them for these ridiculous reasons and all these crazy things elon was doing and it's kind of this like viral moment And of course they were just like random people that just showed up at the Twitter headquarters the day Elon was taking over and just had like boxes. And so it was kind of funny. So he went viral for that, but he's also an actual founder who starts actual, you know, was starting an actual company. So what's interesting is this $10 million round, it's a whole bunch of really big VCs that are backing this. ([Time 0:02:16](https://share.snipd.com/snip/83445c28-273e-4beb-bf22-1e339d14344a)) - **Value of AI Niche Focus** - Specialized AI tools focused on a niche outperform generalized models for specific tasks. - Foundational models can't cover every feature needed in every industry or use case deeply. Transcript: Jaeden Schafer And what's interesting is a lot of people, I think they, they kind of laughed at this company saying like, look, your company is going to be completely killed by the latest updates of, You know, better and better models from ChatGPT because you're, you know, a data analyst. Well, ChatGPT can analyze data too, and it can make you graphs, it can kind of do everything that you guys are doing. So why are you special? Now, you're just a wraparound chat GPT, they're going to roll over you. Like how could you compete? Why are you special? And I think this is a really important question that a lot of AI companies are getting asked right now. But I think that the ability to go deep on one specific topic, and one specific dimension, one specific industry or niche is so valuable that these big foundational models will never Be able to get every single feature set and tool that a person in any specific industry would need. They can generally make tools that are really useful ([Time 0:03:25](https://share.snipd.com/snip/fd5e22f3-db5f-4c9d-94f5-57858ef53ed1)) - **Pivot to AI Data Analysis** - Julius started as a logistics startup before pivoting to AI data analysis in 2022 through Y Combinator. - Their platform lets users swap between powerful models like ChatGPT, Claude, and Gemini. Transcript: Jaeden Schafer He actually launched the company back in 2022. He went to Y Combinator for it. But what's interesting is it was originally a logistics startup and they pivoted away from that. Again, I'm a big fan of the pivot. If your company isn't working, don't scrap it. You built a lot just to find new ways to grow and come up with different concepts. It was basically designed to act like a data scientist. It analyzed and then it visualized data sets and it performed predictive modeling. It was basically running from ChatGPT and Claude and Gemini, which is interesting. I love the ability to swap between the three models because there's always a new, there's whatever the model that came up most recently is always the best. So if you always want the best, ([Time 0:04:33](https://share.snipd.com/snip/84e92426-241f-41a4-bdb7-5cc8b12059e2)) - **Julius Popularity and Interaction** - Julius has about 2 million users and over 10 million data visualizations generated. - Users can interact with the AI by voice or text like talking to a human analyst. Transcript: Jaeden Schafer But basically, they carved out their own niche, and they said that they have about 2 million users, and they have more than 10 million visualizations, data visualizations that have Been generated. So this is something that's very popular. A lot of people are using it. They said, quote, the easiest way to use Julius is to just talk to it. You can talk to AI like you would talk to an analyst on your team and the AI, like a human, would go run the code and do the analysis for you, right? So you kind of have to know what you're asking for, but I think they help with a lot of the tools that make that easier than just straight using ChatGPT. Something that you could possibly ask it would be can you you know visualize how revenue and net income correlates in different industries in China versus the US and I'll be able to come Up with something for you to visualize that. ([Time 0:05:31](https://share.snipd.com/snip/49fc0d14-f1bc-4ef9-ab4c-66c585cdb3cf)) - **Harvard's Adoption Boosts Julius** - Harvard Business School adopted Julius for their Data Science and AI for Leaders course. - Collaborating with academia helped enhance the product with needed features. Transcript: Jaeden Schafer What's interesting is last year a professor at Harvard Business School Ivan Bojivanov he was really impressed he actually saw it and he asked them to modify it to be specifically for Harvard's new required course, which is called Data Science and AI for Leaders. So it's kind of interesting. I think those kinds of projects help a product along immensely, right? If someone's like, you know, we have this specific use case. In this case, it's literally a class for data science and AI and leaders. So they have a very specific like data science class. And they're like, we need it to be able to do all these things. And so what's cool is when you partner with academic institutions or businesses, you could also do this like a business partnership. And they tell you the features that specifically they need in order to accomplish the task, you're making your product so much better. So I think this was a kind of a good collaboration they did with Harvard. And I think it helped out the product a lot. ([Time 0:06:14](https://share.snipd.com/snip/7cb43657-9ace-4afd-937f-ca9c6cdb1ab5)) - **Focus on Specific Use Cases** - Focus your AI startup on a specific use case to avoid competition with large foundational models. - Deep specialization increases viability and user adoption in a crowded market. Transcript: Jaeden Schafer So one thing that Son Walker said about this, he said, people told us you're not going to succeed basically because ChatGP is building this. What we found was that being focused on a use case is really important. So of course, he kind of got a little notoriety from his viral prank back in the day, but he turned this into a real company, really focused on a use case. And so I think that overall, this is a really interesting company and a huge congratulations to the whole team on raising $10 million pre-seed round. I'm excited and curious to follow along on the company to see how it grows from here because it's reached a decent amount of growth with 2 million users, but I'd be curious to see how they Scale beyond this. All right. Thank you so much ([Time 0:07:04](https://share.snipd.com/snip/d0b9d7e0-a827-4e33-9261-4d8e90db1d0b))