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 30 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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
Sands: Top 100 AI startups on Stripe have unprecedented revenue per employee
“When you look at most of the top hundred AI companies on Stripe, their revenue per employee is Unlike any other business, including public companies who are known for being incredibly efficient companies.”
Singleton: Stripe deployed some of the world's first production AI agent systems
“I was working at Stripe, as you mentioned, and we had the opportunity to put some of the very first AI agent systems in the world into production.”
Sands: Vertical AI wrapper companies are building healthy unit economics
“Increasingly what we're seeing from the AI companies on Stripe is they do want to have healthy Unidec. I mean, let's not talk about like the big labs that are pouring crazy money into research, but if you're talking about like the vertical kind of wrappers, wh…”
Sands: Top 100 AI startups reach ARR milestones 2-3x faster than SaaS
“One cohort that we looked at was the hundred highest grossing AI companies on Stripe. And you kind of need a reference point. And so we were like, let's compare them to the hundred highest grossing SaaS companies from five years prior. And we looked at things …”
Sands: Stripe passed on Tecton, co-building Cronon with Airbnb for latency
“We evaluated Tekton. This was a couple of years ago now. At the time, we couldn't wrap our heads around using it on the charge path, just from like a latency and reliability perspective. Like we've got to be operating at six nines. We got to be like, Decisioni…”
Singleton: Developers must optimize their CLIs for AI agent discovery
“I was chatting with folks at Stripe last week and saying, hey, you got to make the Stripe CLI actually tell agents what they can do on Stripe because that way they're going to use more stuff on Stripe. I think this is a real trend for the entire industry.”
Sands: AI churn reflects switching between competitors rather than abandoning category
“What's interesting about SaaS is The churn is churn from the entire vertical. In AI, they're just churning from that company and flipping to another company. And then if you keep watching them a few months later, they flip back to the first company.”
Sands: Top AI companies have slightly lower per-company retention than SaaS
“If you squint at the data, you can actually see that these AI companies On a per company basis have slightly lower retention than the SaaS companies.”
Sands: Top AI Startups Expand Internationally Twice as Fast as SaaS
“Like we were looking at the top hundred grossing AI companies on Stripe and like the median was in 55 countries at the end of their first year and over a hundred countries at the end of their second year, which is like Twice as global as the SaaS wave from thr…”
Sands: Stripe Merchants Grew Seven Times Faster Than S&P 500
“Last year the companies on Stripe grew seven times faster Than the S and P 500.”
Sands: Switching to o3-mini saved Stripe $3M yearly on risk task
“Or we use, like GPT-IV-O, and it was, like, kind of a little bit expensive to justify the humans that it was replacing for a particular risk-related task, but then next thing we know, like, O-three mini is out, and it's, like, you know, three million dollars a…”
Sands: LLMs will cut Stripe payment integrations to two days
“The LPM team, it took them two weeks for the first one, but they just launched a new pan-European payment method, which In two weeks, using an LLM to, like, build that integration, and I think they'll probably, you know, have it down to a day or two within, wi…”
Slack: Sourcegraph serves nine of top ten public tech companies
“We have like nine of the 10 top Public tech companies as customers and like four of the six top banks and like Uber and Stripe and so on, all these companies using Sourcegraph for code search.”
Sands: Stripe runs domain foundation models with sub-100ms latency on charges
“Then you have a foundation model. Each, you know, charge becomes this like dense embedding. You start to see these Clusters sort of pop out and, you know, in real time that they're card testing and you can block them. So yes, it is happening on the charge path…”
Sands: Innovation teams reach escape velocity when co-staffed with existing product engineers
“What we call embedded projects, projects where you take a couple people from a product or infrastructure team and a couple people from the experimental projects and group them together are more likely to reach escape velocity.”
Sands: Citing LLM usage in workplace documents is a non-negotiable rule
“The primary thing that I, well, There's many things I care about, but like a very concrete non-negotiable is if an LLM was used in the generation of this content, please cite the LLM.”
Sands: Stripe processes $1.4 trillion annually, roughly 1.3% of global GDP
“And when you think about what we're looking at on the order of 1.3% of global GDP. About 1.4 trillion dollars a year is processed on Stripe.”
Sands: Stripe processes approximately 50,000 transactions per minute
“I mean, we are, we see like 50,000 transactions a minute.”
Sands: Stripe Link Surpasses 200 Million Consumers
“Like, Link just passed, two hundred million consumers, so it's not a small network, but what I think is more interesting is in the case of AI, it's a very, very dense network.”
Sands: Stripe chose Braintrust for AI evaluations over two dozen vendors
“So we actually had like more than two dozen applicants for this evals RFP. Shawn 'Swyx' Wang: There's no way you can evaluate all of them. Emily Glassberg Sands: Well, we actually, we did. So they wrote like nice one pagers. We read them all. We narrowed it do…”
Sands: All Forbes AI 50 Companies Monetizing Online Use Stripe
“So if you look at the Forbes AI-fifty, all of the Forbes AI-fifty who monetize online monetize through Stripe.”
Sands: 8,500 of Stripe's 10,000 employees use LLM tools daily
“8500 stripes a day use. Are LLM-based tools. Okay, there's like only 10,000 Stripes.”
Huang: Chat Interfaces Should Be Standardized Drop-in Components Like Stripe Checkout
“Yeah, so it's very similar philosophically, right? So Stripe, you know, can build elements and check out, and not every business needs to rebuild, right, the pieces that are really common, and I think we see the same with chat. We see chat being built over and…”
Simons: Startups have launched entirely on Bolt.new with full backends
“We've had like the first startups now launch off of Bolt entirely where this, you know tomorrow I'm doing a live stream with this guy named Paul, who he's built an entire CRM using this thing and, you know, with backend, et cetera. And you know, people have ma…”
Single LinkedIn posts from large AI pages drove $3,000 MRR spikes
“Basically like I would have like this maybe big AI page post about chat base, and I would see Stripe like maybe a few hours later go up by like 3000 MRR from just that one post.”
Sands: Stripe built central MCP server 'Tool Shed' for internal AI tooling
“So we've actually been leaning in really hard on, we call it tool shed, but it's like a, it's like an internal like MCP server that basically has access to like all the Stripe tools. And, you know, what I like about that is like, and it's managed centrally, li…”
Sands: Perplexity's travel search and booking agent is powered by Stripe
“A year ago, Perplexity launched a travel search and booking agent. Did you guys see this? Yep. That is also powered by Stripe.”
Sands: 65% to 70% of Stripe engineers use AI coding assistants daily
“65, 70% of engineers use them on the day to day.”
Sands: Stripe's internal text-to-SQL AI agent Hubert has 900 weekly users
“We have, like, 900 people who use it a week. We have tried to focus the people who use it mostly on technical folks who know the domain for exactly the reason you were citing earlier, which is it could get the answer fundamentally wrong, and technical folks ar…”
Sands: 58% of Lovable's Payment Volume Flows Through Stripe Link
“Lovable accepts Link. 58% of Lovable's volume flows through Link. So, for every three people who are buying on Lovable, two of them are buying with one-click Link checkout because they already have a Link account, and I think that just like gives you a flavor …”