Nine banks with $20 trillion in assets bought into Rogo, the AI their analysts already pay to use
Five of Rogo's own bank customers put about $30 million into the company in September, on a cap table last priced at $2 billion, roughly 38 times run rate. When the buyer owns the vendor, a renewal decision and a valuation decision are the same conversation.
Vincent Jiang · 3 min read
The founder posted growth numbers; five of his customers bought the company
Gabriel Stengel spent two years as a Lazard banker before co-founding Rogo~$1B — Rogo, private, latest valuation ~$1B 1. On October 9 he said annual recurring revenue grew 70 percent last quarter and the firm added more than 100 customers, a founder figure relayed on X and unaudited 2. Rogo had already passed $50 million in ARR by early September, more than triple its end-2025 level, with a run-rate target near $100 million by early 2027 2.
Then the buyers reached for the cap table: Citi, Barclays, BNP Paribas, MUFG and Société Générale signed roughly $30 million of strategic investments 3, and MUFG's venture arm announced its own stake on September 10, citing collaboration across the group 4.
Nine banks, $20 trillion, one vendor
With J.P. Morgan, Wells Fargo and Truist already holding stakes 3, nine banks with nearly $20 trillion in combined assets now own a piece of the software their analysts use 5. Rogo has raised about $340 million across six rounds, last priced near $2 billion in April's $160 million Series D 36, roughly 38 times the $53 million ARR Sacra estimated in August 67. The names marking up sit on that round: Kleiner Perkins led it, with Sequoia, Thrive Capital and Khosla Ventures aboard 7. Their yardstick is Harvey$15.5B — Harvey, private, latest valuation $15.5B, the legal-AI assistant valued at $11 billion 6, and the bet is that Rogo does for bankers what Harvey did for lawyers 6.
The renewal and the equity mark sit at the same desk
When the buyer owns the vendor, a renewal decision and a valuation decision are the same conversation. Truist Securities' chief executive appears on Rogo's own homepage, crediting "the relationship and strategic investment" for productivity gains 8. Neither Rogo nor its backers publish churn, renewal or pricing terms, so nothing outside the company can show how much of that ARR is earned rather than owned.
Cheap seats, expensive target
Sacra puts Rogo's pricing near $3,300 a seat, against more than $30,000 for a FactSet seat 7. The banks therefore pay twice: their venture arms fund cap-table seats at the $2 billion mark while their desks pay a license priced well under the incumbent terminal.
Usage is real and costly: Rogo installed guardrails this summer after one intern at a big bank was on pace to burn tokens at a $250,000 annualized rate 3. The company's site now claims 60,000 users across 450 firms, up from 35,000 users at more than 250 institutions when the Series D closed 86.
Users and institutions both up roughly 70 percent since the Series D
- Users
- Institutions
Data
| Users | Institutions | |
|---|---|---|
| Series D close, April | 35,000 | 250 |
| October | 60,000 | 450 |
ARR tripled in eight months; the early-2027 target calls for nearly double
- Revenue / ARR
- Estimate
Data
| Revenue / ARR | |
|---|---|
| 2024 revenue | $2M |
| End-2025 revenue | $15M |
| Aug 2026 ARR, est. (estimate) | $53M |
| Early 2027 target, est. (estimate) | $100M |
The owners are also the competition
Ownership cuts both ways. JPMorgan, Goldman Sachs+1.73% — Goldman Sachs, up 1.73 percent today and Citi are building internal models of their own 7, Anthropic$350B — Anthropic, private, latest valuation $350B shipped finance agents in May 6, and the top 50 banks' AI-startup investing has compounded at 21 percent a year since 2023 5. Nine banks now grade their own homework: they buy the seats, hold the equity, and fund the rival.
What would settle it
The next ARR print against the $100 million target will say more than any announcement 2. So would the name of the ninth bank 6, or the price anyone pays for the $2 billion mark secondarily. Until pricing and churn are disclosed, the stickiest number on Rogo's books is also the least tested.
Deepdive
AI-generated from this story and its cited sources. Not investment advice.
