647 episódios
Why Upstart Is Building a Bank From Scratch Instead of Buying One With CEO Paul Gu
10/09/2026 | 34minPaul Gu dropped out of Yale in 2010 to join the first class of Thiel Fellows, spent time at the quant fund D.E. Shaw, and then co-founded Upstart on a simple premise: the techniques Wall Street uses to price corporate risk should work at least as well on consumer credit. Fourteen years later, he took over as CEO from co-founder Dave Girouard, and six weeks after that, the OCC granted conditional approval for Upstart Bank. This conversation covers what has actually changed at the top of the company, why Upstart went for a full de novo national charter rather than buying an existing bank, and where AI is reshaping the parts of lending that nobody talks about.
What We Covered
Dropping out of Yale for the first Thiel Fellowship class
What D.E. Shaw taught him about applying quant techniques to personal finance
The income share agreement idea that brought the co-founders together
What changed when he took over as CEO on May 1
Losing the balance of a three-founder culture, for better and worse
The core personal loan business and the future prime borrower
The trifecta of growth, profitability and credit performance
Auto and home, and the race to contribution margin positive
What conditional approval from the OCC actually means
Why a de novo charter rather than acquiring a bank
Where the existing bank and credit union partners land after Upstart Bank opens
AI in loan verification and servicing, beyond the underwriting model
What happens when AI agents start applying for loans on people's behalf
Ninety-one percent automation and whether 100% is reachable
The case that fixing the cost of credit makes most Americans 10% wealthier
Key Takeaways
Upstart went de novo rather than buying a bank because acquiring one means inheriting someone else's loan book, underwriting practices and operational history, and the whole pitch depends on being able to stand behind every decision inside the bank when a regulator asks.
The bank changes who originates, not who funds. Upstart Bank will become the principal originator, but Gu is explicit that the company is not becoming a large, equity intensive balance sheet business, and the bank and credit union partners keep buying the assets.
The next AI wins are in verification rather than underwriting. A HELOC can carry several thousand dollars of human verification cost because county property records are non-standard and non-deterministic, which is exactly the kind of work a generalized reasoning agent is suited to.
Gu welcomes a world where AI agents apply for loans on borrowers' behalf, because agents have unlimited time to search and no brand loyalty to defend, which favors the lender with the best rate rather than the biggest marketing budget.
About Paul Gu
Paul Gu is co-founder and CEO of Upstart, the AI lending platform he started in 2012 after dropping out of Yale as one of the first Thiel Fellows and spending time at the quantitative hedge fund D.E. Shaw. He spent most of his career as the technical half of the founding partnership, running product, engineering and machine learning before taking general management of the auto and home businesses. He succeeded co-founder Dave Girouard as CEO on May 1, 2026.
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Find previous Fintech One-on-One episodes- Arpit Goel built his first company, Gamma, on a simple pitch: legacy data-loss-prevention tools took nine months to show value, and Gamma got customers there in two weeks. Palo Alto Networks acquired Gamma in 2021. Now Goel is running the same play in a completely different industry. Root is a payments orchestration layer that lets enterprises move money bank-to-bank in about five seconds, with no intermediary ever holding the cash. In this conversation, Arpit explains why he thinks the US is finally close to a tipping point on instant payments, why Root never takes custody of the money it moves, and how the company handles banks that can't yet receive instant payments.
What We Covered
Growing up in India, and the ADHD diagnosis that pushed him toward IIT Delhi
Why he calls himself an "ignorant" founder rather than an experienced one
The nine-months-to-two-weeks wedge that built Gamma, and why Root uses the same one
Discovering the payments inefficiency by reading through ADP's 10-K
Why 40% of US SMBs don't accept cards, and it isn't about the fees
The dual pressure of RTP and FedNow that made 2024 the right moment to start Root
The heart, arteries, and capillaries analogy for how Root fits into the banking system
What actually happens to money in the five seconds between sender and receiver
Why reliability, not transaction scale, is the hard engineering problem in payments
How Root handles banks that can't receive RTP or FedNow
Where stablecoins fit into a bank-rail-agnostic platform
Why Root wants to be the pipes underneath the industry, not the brand
Key Takeaways
SMBs refuse cards mostly because of settlement delay, not fees — restaurants earning their week's cash on a Saturday night don't see it until Tuesday, right when they need it most to restock.
Root never takes custody of funds. Money moves directly between the sender's and recipient's own bank accounts, and Root charges a fee on top rather than earning float.
Reliability, not transaction volume, is the hard engineering problem — Root has built retry and fault-tolerance systems, using the workflow engine Temporal, so a bank outage doesn't have to mean a failed payment.
Arpit sees instant payments as a market that hasn't tipped yet but is close — RTP and FedNow now operating together create sustained pressure that neither rail created alone.
About Arpit Goel
Arpit Goel is the founder and CEO of Root. He holds a computer science degree from IIT Delhi and a PhD from Stanford, and previously founded Gamma, a data-security company acquired by Palo Alto Networks in 2021, where he went on to lead product for the data-security business.
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Find previous Fintech One-on-One episodes Acquiring Banks and Creating an Underwriting Moat in Mexico With René Saúl, CEO of Kapital
27/08/2026 | 28minRené Saúl spent seven years running an offline agricultural lending business in Mexico before selling it and pouring the proceeds into Kapital, a bet that the future of B2B fintech in Latin America belonged to companies willing to become regulated banks. Today Kapital is the largest B2B fintech in the region, and René is the only founder in the space who has bought not one but two banks, one of the deals agreed to on a napkin.
What We Covered
Why the future of fintech is regulated, and why that was a contrarian call in 2021
René's seven years running an offline agricultural lending business in Mexico
The founding thesis behind Kapital's one-stop B2B banking ecosystem
How Mexico's electronic invoicing system became Kapital's underwriting moat
The "red car theory" of spotting opportunities before they arrive
Buying Banco Autofin on a napkin, and growing its deposits from $150 million to $400 million in three months
Acquiring the banking, brokerage and payments assets of Grupo Financiero Intercam
Building instant, 24/7 cross-border payment rails on top of SWIFT
Closing the small business financing gap with AI-native underwriting
Why Mexico is becoming a cornerstone of America's AI manufacturing boom
The limits of banking an economy that still runs largely on cash
Kapital's growth numbers and its path to a dual listing in New York and Mexico
Key Takeaways
Mexico's electronic invoicing mandate hands Kapital more than 50,000 data points per customer, a seven-year head start on underwriting that competitors using third-party providers cannot easily close.
For large enterprises and cash-strapped SMBs alike, a banking license, not a slicker app, is what earns the trust needed to hold their money and their cash flow.
Opportunities have to be hunted, not waited for. Kapital tracked potential bank acquisitions for years so it could move in days when the Autofin deal appeared.
Staying liquid and profitable before either acquisition is what let Kapital move fast when the opportunity came, rather than scrambling to raise capital under pressure.
About René Saúl
René Saúl is the co-founder and CEO of Kapital, which he built after selling an offline agricultural lending business that financed berry and avocado exporters in Mexico and Peru. Under his leadership, Kapital has grown into a licensed financial group serving more than 300,000 customers across Latin America, with more than $5.3 billion in assets and two bank acquisitions behind it.
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Find previous Fintech One-on-One episodes- Enova International has spent two decades using machine learning underwriting to serve consumers and small businesses who sit outside prime bank criteria, and its pending $369 million acquisition of Grasshopper Bank would give it a national charter for the first time. Steve Cunningham became CEO in January 2026 after nearly a decade as the company's CFO, following earlier stops as a bank regulator at the FDIC and as chief risk officer at Discover. He joins the show to explain what a fully digital lender looks for in a nonprime borrower, why credit quality looks solid in his portfolio right now, and how he's answering the senators and state attorneys general who want regulators to block the Grasshopper deal.
What We Covered
Steve's path from FDIC regulator to Capital One, Harley-Davidson, and Discover
Moving from the CFO chair to the CEO chair six months in
Enova's brand portfolio: CashNet, NetCredit, and OnDeck
Underwriting nonprime and near-prime consumers versus underwriting small businesses
The lift Enova's proprietary models get over a plain FICO or VantageScore
Why all their products use different underwriting models
What Enova's weekly vintage data shows about the health of the consumer
Why gas prices matter less to consumer spending than headlines suggest
How Enova is using generative and agentic AI across the business
The real thesis behind the Grasshopper Bank acquisition (see my podcast with CEO Mike Butler)
Steve's response to the senators and state attorneys general opposing the deal
What banking-as-a-service adds to Enova's roadmap
Where Enova wants to be by 2030
Key Takeaways
Enova's NetCredit yields and losses aren't outliers when benchmarked against what banks themselves report to the FDIC each quarter, Cunningham argues, pushing back on the "predatory" framing critics apply to the company.
The Grasshopper deal is primarily about simplifying a patchwork of direct state licenses and bank partnership arrangements, not chasing cheap deposits, though the deposit base is a welcome bonus.
Because Enova's consumer loans repay every two weeks or faster, the company sees shifts in borrower behavior in its own vintage data well before those shifts show up in macro statistics.
Small business underwriting at Enova is built around the health of roughly 900 different industry codes rather than a borrower's personal credit, making it a fundamentally different discipline than consumer underwriting.
About Steve Cunningham
Steve Cunningham is CEO of Enova International, a role he took on in January 2026 after nearly a decade as the company's CFO. He previously served as chief risk officer and treasurer at Discover, CFO of Harley-Davidson Financial Services, held senior finance roles at Capital One, and began his career as a bank regulator at the FDIC.
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Find previous Fintech One-on-One episodes Why Banking Fundamentals, Not Technology, Decide Who Survives in Sponsor Banking With Amanda Swoverland, President of Hatch Bank
13/08/2026 | 31minVery few people in this industry have sat in all three of the seats that matter in the bank-fintech story. Amanda Swoverland started as a compliance examiner at the Federal Reserve Bank of Minneapolis, spent nine and a half years at Sunrise Banks rising to Chief Risk Officer, then joined Unit as its fourth employee and Chief Compliance Officer. Six months ago she became President of Hatch Bank, a California-chartered ILC that works exclusively with fintech lending partners. She still describes herself as a banker at heart, and this conversation is a good explanation of why that matters more now than it did five years ago.
What We Covered
From Fed compliance examiner to bank president
Why she was never the department of no
Learning product and sales inside a fintech infrastructure company
Hatch Bank's credit-only model, with no deposits
The five lending verticals Hatch focuses on
Going deep with a few partners instead of diversifying across 30
What a fintech gets from a small sponsor bank that scale cannot offer
Lifting a BSA/AML consent order in under a year
"Maturing for scale" as the theme of her first six months
Using AI internally without sending agents out into the wild
Why the quality of founders approaching sponsor banks has gone up
The direct versus not direct debate after Synapse
Why every fintech should have a second bank partner
Where AI is genuinely working in compliance today
DIDMCA, state charters and the usury patchwork
What separates the sponsor banks that survive the next cycle
Key Takeaways
The "direct versus not direct" framing that took hold after Synapse is, in Amanda's view, a distraction. If a bank has a program, the bank is in charge of it, whatever technology sits in the middle and whoever is acting as program manager. Everything else is a question of how you oversee it, not who is accountable.
The next failure will not look like Synapse, because that particular gap has been closed. What worries her is banks that never learned the fundamentals: liquidity, credit oversight, BSA/AML, and how a multi-party lending program behaves when the cycle turns and payments stop arriving on time.
A second bank partner is good for the fintech and good for the bank. Concentration risk cuts both ways, and Amanda actively introduces her own clients to other banks she trusts, and is happy to be someone else's second bank.
Compliance is heading toward 100 percent sampling. Amanda thinks the days of testing a selected sample of transactions or complaints are ending, provided you test the system, watch the outputs, and keep a human in the loop.
About Amanda Swoverland
Amanda Swoverland is President of Hatch Bank, a San Marcos, California ILC that works exclusively with fintech lending partners across home improvement, small business, clean energy, student lending and healthcare financing. She began her career as a compliance examiner at the Federal Reserve Bank of Minneapolis, spent nine and a half years at Sunrise Banks where she became Chief Risk Officer, and then five and a half years at Unit as Chief Compliance Officer, joining as the company's fourth employee. She was named to Forbes' 2026 list of the women shaping fintech infrastructure and banking strategy.
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Sobre Fintech One-On-One
Fintech is eating the world. Join Peter Renton, Co-Founder of Fintech Nexus and now an independent fintech media and events consultant, every week as he interviews the fintech leaders who are leading the transformation of financial services. If you want to understand what the future will look like for lending, payments, digital banking and more, tune in to Fintech One-On-One.
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