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 12 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 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
Massa: Kavak AI sales agents convert 2.1x better than human teams
“And it, at first it converted, like, 50% more than our human team, and now it's converting over that, like, 2.1 x more.”
Massa: AI will likely be capable of CEO roles by 2035
“Is, is AI going to be able to do this job, like even the CEO job or jobs where the leadership is? And the answer honestly is probably yes. Like in 2035 with a rate of improvement, it will be able to do so.”
Massa: Kavak Uses AI Agents as Managers Over Human Workers
“And then if you look at Kavak now, any process, it's really a collaboration of, Agents and humans, and sometimes like agents are the bosses or of humans, and sometimes humans are designing the agents.”
Kavak AI Agents Handle 96% of Interactions and 95% of Transactions
“90, like 96% of all interactions are handled by agents. So, so no humans there. Like 95% of all transactions are completely handled by agents.”
Kavak: Experimental AI Branch Manager Increased Profits by 50%
“The goal of the first month was to double the profits of Cuernavaca. It didn't reach it, but it was 1.5 X, like 50% more profits just by managing the city, which is, it's crazy, right?”
Massa: Kavak Mechanics and Finance Staff Ship Production AI Agents Within Weeks
“So we train everyone, and after six weeks, they launch state-of-the-art agents, AA agents to production. And it's mechanics and finance guys and engineers, like, everyone can do it.”
Massa: Kavak assigns AI agents to most of its 10M customers
“And we moved to a relational company where now I have ten million customers in my database and I have agents assigned to most of them with the task of maximizing their lifetime value.”
Massa: Deploying AI sales agents tripled Kavak NPS and CSAT scores
“We tripled NPS and customer satisfaction score by putting the agent in front of the customer.”
Massa: Kavak approves car loans in under three minutes
“And usually in, in Mexico and in some emerging markets, it'll get like two months or more to get a car loan approved. We usually approve it in under three minutes which is like pretty cool because we have all this data around the customer and the car.”
Kavak instantiates between 100,000 and 200,000 AI agents daily
“Every day between a 102 100,000 agents get instantiated in a day. They wake up, they work sometimes for three minutes, sometimes for eight hours, sometimes for three days, and they like set an alarm clock for their next task and to go back to sleep.”
Kavak: Mechanic AI sidekick reduced warranty claims by 20-26%
“Warranties came down around like 20, 26% since we launched and customer satisfaction again went up.”
Ale Massa: Kavak Had to Vertically Build Latin America's Car Infrastructure
“But to do that, we also had to build a fintech and a logistics company and the Carfax and like Basically, all the infrastructure for this to work didn't exist in, in LATAM, so we had to build everything vertically so we could serve our customers the right way.”