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.

clear all ✕

why aren't all 6 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

Disclosure
SERHANT blocks new hires unless managers prove AI cannot do the job
“You can't hire a new person unless you prove to us that this thing cannot be done with AI.”
Ryan Serhant Nov 3, 2025 ▶ 29:13 How Ryan Serhant Sold $20B in Real Estate with Media & AI · Sourcery with Molly O'Shea
Disclosure
SERHANT operates in 13 states, plans national coverage by 2026
“So the brokerage now operates in 13 states. I'll be in 15 by the end of 2025, and then we'll be fully national by next year.”
Ryan Serhant Nov 3, 2025 ▶ 2:02 How Ryan Serhant Sold $20B in Real Estate with Media & AI · Sourcery with Molly O'Shea
Disclosure
Serhant: SERHANT runs a 35 to 40-person in-house production studio
“Studios is in house. We have a head of studios. He's based in New York city. And then we have studios in every market that we're in for real estate. But it's a, you know, 35, 40 person team.”
Ryan Serhant Nov 3, 2025 ▶ 5:16 How Ryan Serhant Sold $20B in Real Estate with Media & AI · Sourcery with Molly O'Shea
Disclosure
SERHANT uses MCP and LangChain to automate real estate sales workflows
“Simple, which is an agent orchestration platform that uses MCP and Langchain to coordinate multi-model responses across a stack that we built to predict what a salesperson is going to do next. That then uses function calling to perform automations.”
Ryan Serhant Nov 3, 2025 ▶ 26:08 How Ryan Serhant Sold $20B in Real Estate with Media & AI · Sourcery with Molly O'Shea
Disclosure
Serhant: SERHANT is likely to launch a venture arm in 2026
“There's a lot of things that we're going to be rolling out in 20, 26. One of them is most likely a venture arm.”
Ryan Serhant Nov 3, 2025 ▶ 41:45 How Ryan Serhant Sold $20B in Real Estate with Media & AI · Sourcery with Molly O'Shea
Disclosure
Serhant operates daily schedule using a strict 1,000-minute productivity rule
“So I have a thousand minutes every single day to be productive. So I have a thousand minute rule.”
Ryan Serhant Nov 3, 2025 ▶ 46:35 How Ryan Serhant Sold $20B in Real Estate with Media & AI · Sourcery with Molly O'Shea
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