The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
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Kompalli: 50% of consumers and 90% of enterprises use LLMs for purchasing
“So today already there are various reports, including Gartner, that says that 50% of consumers have moved to LLMs to make buying decisions. 90% of enterprises have moved to LLMs, especially in high research categories like education, travel, healthcare, softwa…”
Kompalli: Services and operations businesses are more defensible in the AI era
“Intuitively, it does feel like services are more defensible right now. Ah, ops businesses are more defensible. They might not be as crazily valued, but sure, there is a certain defensibility aspect to it, which is tougher to replicate.”
Kompalli: Indian universities outperform international brands in India's online education market
“Strong Indian universities do so much better, ah, because of like local, ah, demand and acceptance.”
Kompalli: Mass-publishing AI content to manipulate LLM search rankings will fail
“I don't think that will succeed. It's a bad approach from a technical standpoint, because I think these labs and LLMs will figure it out pretty soon.”
Kompalli: OpenAI and Anthropic will never offer direct brand optimization services
“So I don't think an open AI or an anthropic will ever go to Nike and say, I will help you win. Because that's unfair.”
Kompalli: Education's primary challenge is student engagement and motivation, not content
“And I think a lot of people think of education as a content play. But it is definitely not. Content is the easiest challenge to solve for. The biggest challenge to solve for is engagement and motivation.”
Kompalli: Trillions in global advertising spend will soon shift to LLMs
“Every single brand, every single company, every single SMA is spending a combined trillions of dollars on advertising every year, right? A lot of that is going to move to LLMs is our thesis.”
Kompalli: ChatGPT will eventually launch its own advertising platform
“Then there is ads that ChatGPT will launch, and we don't know if there is some play there.”
Kompalli: US education market is far more enterprise-heavy than India's
“In India, for example, Upgrad, Was a predominantly direct-to-consumer company. We eventually did build a strong enterprise business, but it remains a fairly strong direct-to-consumer company, right? Here, we obviously also do direct-to-consumer, but we also re…”
Kompalli: US learners resent direct phone follow-ups, unlike Indian students
“For an up-grad student in India, they would appreciate if we called them and said, hey, look, you've not logged in for five days. Are you missing something? Can we help you with something? And they appreciated the follow-up. Here, if we called somebody, they w…”
Kompalli: Complex enterprise software inherently requires forward-deployed engineers
“The more complex your product is, which in the case of Palantir, it is extremely complex. So you will need somebody like that to understand specific software integrations and workflows, etc.”
Kompalli: upGrad prematurely expanded into 20 international markets in year one
“We were too ambitious in terms of trying to say, let's scale this across 20 markets, right? While the product was there, while the partnerships were there, I think the local nuance of regulation, of GTM, of all of those things that are important to succeed, we…”
Kompalli: Edtech's primary competitors are consumer inertia, Netflix, and Zomato
“So I think when we started, the biggest challenge was not competition. I would say even right now, the biggest challenge is not competition. So let me give you an example, right? So let's say we had, we got a hundred leads. Let's say one person joined. We had …”
Kompalli: upGrad mistakenly scaled from 100 to 1,000 employees in one year
“We scaled from zero to a hundred and probably Two years. And we went from a hundred to a thousand in the next year. And because the product was working out, it was all about scaling. And I think in that process, we made a lot of mistakes around hiring. And som…”
Kompalli: upGrad's digital marketing program with Cambridge University failed commercially
“We launched a digital marketing program with Cambridge university... We launched the program. Totally failed. We got, I think, from 10 students or 20 students at like one and a half lakh. We changed the price. We tried to match it. Nothing happened.”