Sohn Conference Foundation · · 9 min
Connie Lee pitches nCino at Sohn 2025
TL;DR
- Connie Lee's Sohn long idea is nCino, a cloud lending platform built on Salesforce — "similar to what Veeva has done for life sciences" — which she says can make the fund 2.5x its money over three years "assuming no improvement in macroeconomic conditions." Most banks still run loan issuance on "some combination of legacy systems from the 80s and Excel"; for customers, nCino "literally drives their revenue engine."
- The quality case: over 90% recurring revenue, 40% incremental margins, five points of price annually — and a recent 7% increase "with zero customer pushback." nCino is "very, very sticky" and rarely loses a customer unless the customer goes bankrupt or is acquired by JPMorgan, which Lee calls the only bank with enough scale and desire to build all its own technology. No one has entered commercial loan management in 10 years.
- The white space: an $18B TAM against a sub-$3B market cap and roughly $580M of consensus revenue, with only 7% penetration even in commercial. A proprietary AI-based web-scraping screen of every U.S. bank found well over half using truly legacy software and only 20% using nCino in some form. Industry participant interviews suggest nCino wins about 60% of all RFPs, closer to 90% at banks with more than $5B in assets seeking commercial loan management.
- The discount — 4x NTM revenue / 6.5x gross profit versus peers at 8x/11x — stems from "a confluence of one-time events." Seat-based pricing was hurt as loan officers fell 30% (nCino grew 15% instead of 60%), mortgage-indexed revenue representing 15% of total revenue was hit by a 60% volume collapse, and First Republic, Silicon Valley Bank, and Signature Bank accounted for roughly 4% of revenue that went away. Insight, which owned about a third of the company, has been exiting its stake; a highly conservative guidance reset assuming 0% mortgage growth also "spooked investors."
- Reacceleration is already visible: billings grew 22% year over year and backlog 18% last quarter, versus 12% and 6% a year earlier — the fastest growth in seven quarters. Lee also points to minimal tariff exposure and limited recession and inflation sensitivity as downside protection. The stock trades 35% below where private-equity sponsors have taken out software companies in the last few years.
- The downside case takes management at its word — 7% annual growth, customer additions at the depressed pace of the last couple of years, no macro improvement, and current incremental margins — and still buys the stock down to a mid-single-digit FCF multiple in four to five years. Stated risks are execution and a private-equity takeout before the upside is realized. The close: "the opportunity to buy a world-beater at a discount where you make a good amount of money if you're right and don't lose a whole lot if you're wrong."
Digest · the substance, structured for research
1. The setup: mission-critical bank software at a steep discount
- Lee's framing: banks generate revenue by issuing loans, a "very complicated and highly regulated" process most still manage with "legacy systems from the 80s and Excel." nCino, built on Salesforce like "what Veeva has done for life sciences," is "sticky, deeply embedded and mission-critical."
- Her thesis is that nCino is "a high-quality business with a dominant position in a large underpenetrated market" trading at a steep discount because of "a confluence of one-time events." It trades at about 4x NTM revenue and 6.5x gross profit versus vertical software peers at 8x and 11x, despite contractually recurring revenue, pricing increases, and the ability to generate significant and predictable free cash flow. Lee says a realistic case could produce 2.5x the fund's money in three years without macroeconomic improvement.
2. The moat: open-heart-surgery stickiness plus an AI angle
- Over 90% of revenue is recurring, with 40% incremental margins and roughly five points of annual pricing; most recently, nCino announced a 7% increase with "zero customer pushback." "Ripping this out is like open-heart surgery." nCino rarely loses a customer unless the customer goes bankrupt or is acquired by JPMorgan, which Lee describes as the only bank with enough scale and desire to build all its own technology.
- No one has entered nCino's core market, commercial loan management, in a decade. Lee also argues that regulatory complexity makes disruption by an AI-native startup highly unlikely. nCino sits at the nexus of lending and compliance workflows, giving it a unique position to train its AI model on differentiated, deep pools of data; its Banking Advisor product has already seen significant traction within the customer base.
3. The white space: an $18B TAM with only 7% commercial penetration
- Lee estimates an approximately $18B TAM against a sub-$3B market cap and roughly $580M of consensus revenue this year. Even in commercial lending, nCino is only 7% penetrated.
- A proprietary AI-based web-scraping screen of every U.S. bank's loan-management software found well over half using truly legacy software and only 20% using nCino in some form. nCino is, in Lee's view, the only modern solution spanning commercial and retail loans; a single data repository lets a bank connect "John Doe, the individual with a mortgage, to John Doe, the business owner" receiving a business loan.
- Industry participant interviews suggest nCino wins about 60% of all RFPs, with the figure closer to 90% for banks above $5B in assets seeking commercial loan management.
4. Why it's cheap: everything broke at once
- Seat-based pricing met a 30% decline in loan officers as rates rose. nCino still grew, but at 15% rather than 60%. It is currently transitioning toward fixed fees based on a bank's asset size, which Lee says should prevent this from being a problem going forward.
- Mortgages represent 15% of revenue, and mortgage volumes fell 60%; nCino still grew 8% last year, versus more than 440% growth from 2019 to 2021. First Republic, Silicon Valley Bank, and Signature Bank represented roughly 4% of revenue that went away.
- Insight, which owned about a third of the business, has been exiting its stake over the past year. Lee thinks, based on its activity, that the resulting pressure is likely to abate shortly.
- Finally, management changed to what Lee calls the most conservative guidance methodology possible, including an assumption of 0% mortgage growth—an eight-point deceleration from the worst year on record for mortgages. The company guided to 7% growth despite taking five to six points of price annually, leaving investors questioning whether the business could grow again.
5. Reacceleration, the math, and the risks
- Forward indicators tell "a very different story": billings grew 22% year over year and backlog 18% last quarter, versus 12% and 6% a year earlier—the fastest growth in seven quarters. Even without believing the reacceleration case, nCino trades 35% below where private-equity sponsors have taken out software companies in the last few years. Lee says that believing any part of the reacceleration story creates a path for nCino to become two to three times bigger over the next few years.
- The downside model assumes 7% annual growth, no macro improvement, customer additions at the depressed pace of the last couple of years, and margins growing in line with current incremental margins. Even then, the valuation reaches a mid-single-digit free-cash-flow multiple in four to five years; lower rates or a mortgage recovery would improve the outcome.
- Lee identifies the primary risks as execution and a private-equity sponsor taking out the company before the fund realizes the upside. Her conclusion is an asymmetric opportunity to buy "a world-beater at a discount," with meaningful upside if right and limited downside if wrong.