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.
why aren't all 127 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 2 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Snowflake operates professional services at low single-digit profit margins
“So our professional services organization is a single digit profit margin business. It is not something wall street cares about in terms of our services revenue. It's an enablement function. It remains profitable, but at a low margin. So we're not losing money…”
Degnan barred Snowflake sales reps from forecasting deals before product trials
“Early on, I actually wouldn't let the sales team put an opportunity in Salesforce to forecast it unless the customer had tried the product.”
Consumption billing models provide real-time visibility into potential customer churn
“So with Snowflake being a consumption model, you could see the dial turn real time. I look at revenue on a daily basis. And if a customer goes up really fast or down really fast, it sets off alarm bells because I don't want them to overspend because all of a s…”
Kleinerman: AI adoption faces privacy, security, and IP rights challenges
“There are a lot of issues. Probably the most obvious one is around the Correctness and dependability of answers. If you ask folks, one of the key concerns is like, well, these models make up stuff. So that, that is the obvious one. But then there are second or…”
Kleinerman: Shipping faster is worse if it compromises product simplicity
“It is something a little bit counterintuitive that you may put out a product faster to the market. If you just say, I don't know if we should be used this way or that way. So you just surface choices to users. And sometimes it takes longer for us to take the a…”
Kleinerman: Extreme product simplicity drives adoption over feature completeness
“If you turn something that is a subset of the capability, but dramatically easier to use, That gets a following, and that was a very, very clear lesson learned, and I've seen it over and over, and by the way, the Snowflake story follows a big part of that jour…”
Kleinerman: Core infrastructure needs meticulous design, while UIs require rapid iteration
“So the core subsystem that does say clustering of data on disk I think you want to design that thing really, really well. Measure a hundred times and cut once because nobody wants their data to get corrupted or their results to be wrong if that thing is not bu…”
Kleinerman: Enterprise platforms are bringing LLMs to data, not vice versa
“What you're seeing many of us, Snowflake for sure on the list, is evolve their platforms where it's easy to bring LLMs to the data as opposed to send Large data volumes to where the LLMs are.”
Kleinerman: Generative AI will democratize enterprise data access via natural language
“I think Gen AI has the opportunity to Turbo charge this type of translation where the language is natural language, and the answers come in natural language, but along the way, there's traditional database lookups, traditional retrieval, and has the opportunit…”
Kleinerman: There is no AI strategy without a data strategy
“I think it completely correlates with data maturity. You may have heard some of us at Snowflake talk about There's no AI or gen AI strategy without a data strategy. It's not just a line. It's a truth that we strongly believe in.”
Henry Schuck: ZoomInfo was third highest-valued software company on relative basis
“Going into that earnings report on a relative basis, we were the third most valuable software company in the world. From evaluation purposes, snowflake, cloud flare, us”
Snowflake conducts quarterly money and performance reviews for all non-sales staff
“Everybody who is not in sales, because salespeople are on commissions plans, of course, but everybody who is not in sales gets a conversation, a money conversation and a performance conversation every single quarter.”
Snowflake Initially Could Only Sell Its Database to Ad-Tech Companies
“In the very early days of Snowflake, we could only sell into ad tech accounts. That's it. They were just selling to ad tech.”
Degnan: Target was eight face-to-face sales meetings weekly at Snowflake
“When I started at Snowflake, I went on eight face-to-face meetings a week, and there were weeks that I couldn't get eight face-to-face, and then the accountability was, I would send out emails to the entire company around my previous week's efforts, and someti…”
Nike performed a blind reference check on Snowflake with Nielsen
“We won Nielsen Marketing Cloud and we were trying to sell it to Nike. And Nike was like, who the hell is this little company with a weird name called Snowflake? And what Nike's decision makers did is they cold called the Nielsen marketing team without our know…”
Degnan: Snowflake inside sales reps fully ramped in three months
“So, so for example, at snowflake, we could do that with our inside sales team. We could get them up and running and quota carrying and successful in three months because the sales cycles were three months”
Degnan: Snowflake initially sold exclusively to ad tech and gaming companies
“And that's what we did is we were only selling to ad tech companies and online gaming companies in the beginning. And that's where we failed and broke the product and learned a lot. And then we were ready for prime time.”
Chris Degnan: Snowflake operated with only one SKU, a credit
“Snowflake had one skew, a credit, and so we had to measure use cases, and use case wins that have no purchase order.”
Stebbings: Databricks is valued at $100B, surpassing Snowflake's market cap
“Listen, I want to start with Databricks now at a hundred billion dollars worth more than Snowflake.”
Lemkin: Snowflake recorded a $1B quarter growing at 26%
“Snowflake had a billion dollar quarter, growing 26%.”
Ramaswamy: Snowflake Prioritizes Drive and Malleability in Senior Hires
“I think that core formula of drive and malleability is the advice that I give to a twenty-one-year-old. Honestly, it's the thing that I look for when I am trying to hire you know, take your pick, a senior exec into Snowflake.”
Snowflake initially sold exclusively to ad tech accounts
“In the very early days of Snowflake, we could only sell into ad tech accounts. That's it. They were just selling to ad tech.”
Grady: Sequoia still holds positions in Snowflake, Amplitude, and Datadog
“We still own a bunch of Snowflake. We own a bunch of Amplitude. We actually own a bunch of Datadog.”
Wagner has never sold a single share of his Snowflake stock
“I've never sold a share of Snowflake, and, you know, I'm optimistic that that'll turn out to be a good decision.”
MITIMCo was constrained to a small Snowflake pre-IPO allocation
“I mean, there's another opportunity where we co-invested in Snowflake before it IPO'd, and in that case, we were only able to get a few million bucks allocation, even though, given what we knew about the company, we would have invested a lot more if we had the…”
Mike Speiser hired Chris Degnan expecting to fire him within two years
“Mike Spicer didn't hire me to be the chief revenue officer of Snowflake. And in fact, I think he probably said to each of the board members, we'll probably fire Chris in a year or two. I was a director of sales.”
Snowflake had no website or CEO when Chris Degnan joined
“I was actually hired at the time. They didn't have a website. They didn't actually have a CEO at the time.”
Kleinerman: Frank Slootman's leadership clarity accelerates decision-making
“He's also such a clear thinker. He has that commonality with Satya that he becomes a clarifying force. Oftentimes if you're just picturing yourself telling Frank about a problem and a couple of options, Just in the formulation, it becomes very obvious that you…”
Lemkin: Snowflake is forecasting 45% operating margins going forward
“Snowflake's now predicting 45% operating margins going forward.”