Fintech isn’t dead. AI is driving a new beginning ?
Angela Strange, James da Costa
Over the past 20 years, almost all innovation in the fintech sector has occurred in line with wider product cycles.
- In the early internet and PC eras, fintech companies created new experiences by taking existing financial products and “putting them on a website.” For example, LendingClub started to make loans on the internet instead of in bank branches; PayPal enabled users to send money over email instead of writing a check.
- During the cloud era, every layer of the fintech stack became available “as a service.” This led to our thesis that “Every company will become a fintech company,” as fintech became a key source of monetization for every software company. Companies like Moov offer payments, Sardine and Sentilink offer fraud and compliance solutions, and Spade offers real-time merchant intelligence.
- In the mobile era, winning fintechs took advantage of being in their customers’ pockets. Chime’s app, for example, brought banking to users’ fingertips with a full stack bank and attracted customers with a “get your paycheck early” wedge. Robinhood built a commission-free mobile trading app that enabled users to trade fractional shares.
In this new AI product cycle, labor is becoming software. For the world of fintech, that means thousands of white-collar jobs at financial institutions are in line to be augmented by AI copilots and agents. Take compliance officers, who represent the fifth-fastest growing role in the U.S. over the past 20 years. At one of the large banks, 30,000 of 210,000 employees work solely in compliance. In response to an increased volume of compliance requests and more complexity, banks and financial services organizations threw more labor at the problem. With AI, companies can think software first.
Banks and insurance companies have an opportunity to take a hard look at their legacy software stacks and challenge the notion of “XYZ is too difficult to rip and replace.” New AI competitors might be 10x better and make the revenue upside and cost savings opportunity more than worth it: just take a look at what Vesta is doing for mortgage loan origination, Valon for mortgage servicing, and hyperexponential for insurance pricing and underwriting, to name a few.
- Investing in Lio Seema Amble, James da Costa, Eric Zhou, and Brian Roberts
- Need for Speed in AI Sales: AI Doesn’t Just Change What You Sell. It Also Changes How You Sell It. Seema Amble and James da Costa
- The Greenfield Strategy: AI-native startup Bingo James da Costa and Alex Rampell
- Investing in FurtherAI Joe Schmidt and Angela Strange
- Oil Wells vs. Pipelines: Two Strategies for Building AI Companies Joe Schmidt and Angela Strange
- Investing in Lio Seema Amble, James da Costa, Eric Zhou, and Brian Roberts
- Need for Speed in AI Sales: AI Doesn’t Just Change What You Sell. It Also Changes How You Sell It. Seema Amble and James da Costa
- The Greenfield Strategy: AI-native startup Bingo James da Costa and Alex Rampell
- Investing in FurtherAI Joe Schmidt and Angela Strange
- Oil Wells vs. Pipelines: Two Strategies for Building AI Companies Joe Schmidt and Angela Strange
Why You Shouldn't Fear "Trading Like A Bank"
Santiago Rodriguez, Alex ImmermanLast month we wrote about when pursuing a bank license makes sense and how to think through the various licensing options.
This month, we want to address the myth that if you become a bank, you will “trade like a bank” and be valued at lower multiples, which is one of the most common concerns we hear from fintech companies when deciding to launch new products that may make them look more like a bank.
When a fintech gets a bank license, there isn’t a market switch that flips and suddenly starts valuing them as banks. Valuations are nuanced and depend on the nature of the fintech company’s business model. The more a company’s economic model looks like a traditional bank’s at maturity — meaning it generates the majority of its income via interest and requires equity investments to fund growth — the more likely it is to be valued as a bank (on the basis of its expected ROE).
But having a bank license does not mean a lower price-to-book multiple, as illustrated by a number of public companies today. For example, Block, American Express, Discover, and Nubank hold bank charters but trade at higher P/B multiples than non-banks like Upstart or Affirm. Simply put, they trade at higher book value multiples because their economic model is very different from a bank (like Block) or because investors expect them to earn a higher ROE at maturity (like Nubank).

Why do banks trade like banks?
Investors tend to value banks on a price-to-book (“P/B”) multiple or equity valuation divided by book value of equity. This multiple is shorthand for residual income models that forecast the “excess” return that a bank earns—that is, the difference between its return on equity (“ROE”) and its cost of equity. A multiple of 1x implies a business will earn a ROE equal to its cost of capital. For example, Bank of America valued at 1.1x implies the market expects it to generate an ROE just above its cost of capital.
Large banks in the U.S. generate a ~8-12% ROE and trade for ~0.8-1.2x book value, meaning they are expected to return just about their cost of capital (~10%). Public valuation data demonstrate that the market makes assumptions about the ROE a bank will generate and uses shorthand P/B multiples to value it. Companies that are able to generate sustainably higher ROEs command higher valuations.

Why successful fintech models can trade better than traditional banks
Fintech disruptors have an economic model capable of earning higher ROEs than incumbent financial institutions for two main reasons: at maturity, we believe they will earn higher net income margins and will have higher asset turnover.

- Higher Net Income Margins. While most fintech companies have not reached maturity, we believe they will earn materially higher margins than banks. First, higher margins will be driven by a lower cost to serve. Digital distribution enables a reduction in the cost to serve consumers by as much as 85% (as demonstrated by Nubank). Second, tech-driven underwriting capabilities can be significantly more effective in separating the risk of payment impairment. This means fintech companies can offer credit to the right high margin customers previously underserved by banking institutions. If a company can make a loan to the same customer with a lower cost to serve and a lower cost of risk than a traditional bank, it is poised to earn a higher margin.
- Asset Turnover. Many fintech companies are able to generate more revenue dollars per unit of assets than traditional banks because their business models are typically driven by fees in addition to interest income. Fee revenue streams are unconstrained by the size of the asset base (unlike interest income) and can therefore drive higher asset turnover. There’s also examples of companies with and without bank licenses, like Block (with Cash App, Square and AfterPay), American Express, or Adyen, that generate the majority of their revenue from transaction fees and therefore do not trade like banks.
There are two key examples that drive the point home. First, American Express is a bank that earns 75%+ of its revenues via fees, generates a 30%+ ROE, and is valued at >5x book value. Second, Nubank is in the early innings of proving out its better business model, but already achieved an annualized 40% Adj. ROE in its core geography of Brazil and therefore trades at a premium book multiple. Together, higher margin and asset turnover drives a higher ROE, which in turn leads to valuations un-anchored from bank comparables that trade for 1x P/B.
Successful fintech disruptors will do so with a differentiated model that unlocks a long growth runway.
Differentiation may come from a number of sources, including:
- A unique product, like Greenlight’s financial toolkit for kids and teens or Monzo’s Personal Finance Management tools.
- Distinct distribution and network effects, like Revolut or Cash App’s peer-to-peer payment network.
- Product quality relative to incumbents, evidenced by Nubank’s NPS of ~2x other fintech companies and ~4x incumbent banks in Brazil.
These competitive advantages will support high ROEs for many years to come, which brings us to our last point: growth. The next fintech champions will be those that earn high returns and have the opportunity to continue to invest in distinct distribution, customer acquisition, and aggressive product roadmaps that drive monetization.
The financial services industry has unparalleled scale: $5T+ of gross profit and $30T+ of global public market cap. Companies that crack the code of building an efficient economic model with high growth potential have the opportunity to become the next big public success story. We remain excited about backing fintech disruptors that have a better economic model than incumbent banking providers.
- Good news: AI Will Eat Application Software Alex Immerman and Santiago Rodriguez
- Investing in Kavak David George, Santiago Rodriguez, and Gabriel Vasquez
- Self-Driving Cars: Social Robots That Save Lives Alex Immerman
- Investing in Kalshi Alex Immerman
- Retention Is All You Need Santiago Rodriguez and Alex Immerman
- Good news: AI Will Eat Application Software Alex Immerman and Santiago Rodriguez
- Investing in Kavak David George, Santiago Rodriguez, and Gabriel Vasquez
- Self-Driving Cars: Social Robots That Save Lives Alex Immerman
- Investing in Kalshi Alex Immerman
- Retention Is All You Need Santiago Rodriguez and Alex Immerman
More from the a16z Fintech Team
In this episode of In the Vault, a16z General Partner David Haber talks to John Stecher, Chief Technology Officer at Blackstone, about how Stecher covers how he decides whether to build tech in-house or partner with startups, what qualities he’s looking for in early stage companies, and how he sees AI impacting real estate, credit, energy, and ecommerce.
In this episode of the a16z Podcast, a16z General Partner Angela Strange and a16z investment partner Gabriel Vasquez chat with Dileep Thazhmon, cofounder and CEO of Jeeves, and Santiago Suarez, cofounder and CEO of Addi, about the future of fintech in Latin America and the unique approach required to succeed in this diverse market.
This Past Month in Fintech News
- Klarna shut down using Salesforce and Workday as service providers last month in favor of using custom AI-native software. They are aiming to employ as few as 2,000 employees (down from 5000 in 2022) in the coming years as they use AI in tasks such as customer service and marketing.
- Apple now supports California IDs in the Apple Wallet, while Google is beta testing the ability to create a Digital ID from U.S. passports. Users will soon be able to tap their phone to go through airport security.
- The U.S. Justice Department accused Visa of stifling competition in its debit card business. Details of the lawsuit are still emerging.
- PayPal expanded into U.S. point-of-sale payments by integrating its debit card with Apple’s mobile wallet, driving competition for in-store payments.
Recent M&A Deals and Market Intel
Workday announced its acquisition of Evisort, an AI-powered document intelligence platform, on September 17. Workday will make Evisort’s solutions available across its finance and HR suite with a range of use cases, including accounting, procurement, and employee knowledge base.
Mastercard announced its acquisition of Recorded Future for $2.65 billion on September 12. Recorded Future is the world’s largest threat-intelligence company and counts the governments of 45 countries and more than 50% of the Fortune 100 as clients.
Hopscotch, the invoicing software provider for small businesses, announced its sale to Avalara on September 8. Hopscotch supports integrations to strengthen Avalara’s platform while continuing to operate as a standalone product.
Mercury announced its acquisition of Teal, a seed-stage startup that builds accounting products, on September 6. The acquisition is part of the company’s efforts to simplify complex financial workflows around the bank account.
Paylocity announced its acquisition of Airbase for $325 million on September 4. The acquisition expands Paylocity’s product suite and is expected to represent ~1% of FY25 revenue while diluting EBITDA margins by ~100 bps. An estimated revenue of $15 million for Airbase would represent an implied 22x multiple.
Visa is reportedly in advanced talks about a possible acquisition of fraud-prevention firm Featurespace. One source said the deal could be worth as much as $925 million, while another said the value could be markedly less.
Klarna is reportedly close to selecting Goldman Sachs to lead its U.S. IPO next year. The company is in talks with investors for a sale of existing shares that would come before the proposed IPO. It had considered seeking a valuation of around $20 billion in the IPO.
- Investing in Lio Seema Amble, James da Costa, Eric Zhou, and Brian Roberts
- Good news: AI Will Eat Application Software Alex Immerman and Santiago Rodriguez
- Investing in Kavak David George, Santiago Rodriguez, and Gabriel Vasquez
- Self-Driving Cars: Social Robots That Save Lives Alex Immerman
- Need for Speed in AI Sales: AI Doesn’t Just Change What You Sell. It Also Changes How You Sell It. Seema Amble and James da Costa
- Investing in Lio Seema Amble, James da Costa, Eric Zhou, and Brian Roberts
- Good news: AI Will Eat Application Software Alex Immerman and Santiago Rodriguez
- Investing in Kavak David George, Santiago Rodriguez, and Gabriel Vasquez
- Self-Driving Cars: Social Robots That Save Lives Alex Immerman
- Need for Speed in AI Sales: AI Doesn’t Just Change What You Sell. It Also Changes How You Sell It. Seema Amble and James da Costa
- Investing in Lio Seema Amble, James da Costa, Eric Zhou, and Brian Roberts
- Good news: AI Will Eat Application Software Alex Immerman and Santiago Rodriguez
- Investing in Kavak David George, Santiago Rodriguez, and Gabriel Vasquez
- Self-Driving Cars: Social Robots That Save Lives Alex Immerman
- Need for Speed in AI Sales: AI Doesn’t Just Change What You Sell. It Also Changes How You Sell It. Seema Amble and James da Costa
- Investing in Lio Seema Amble, James da Costa, Eric Zhou, and Brian Roberts
- Good news: AI Will Eat Application Software Alex Immerman and Santiago Rodriguez
- Investing in Kavak David George, Santiago Rodriguez, and Gabriel Vasquez
- Self-Driving Cars: Social Robots That Save Lives Alex Immerman
- Need for Speed in AI Sales: AI Doesn’t Just Change What You Sell. It Also Changes How You Sell It. Seema Amble and James da Costa
Commentary and analysis on recent news, and compelling trends in the fintech space.
Learn MoreHow Big Bank Fees Could Kill Fintech Competition (July 2025 Fintech Newsletter)
CFO roundtable: AI growth, pricing, and forecasting (June 2025 Fintech Newsletter)
Want More Fintech?
Commentary and analysis on recent news, and compelling trends in the fintech space.
Want More Fintech?
Commentary and analysis on recent news, and compelling trends in the fintech space.
Views expressed in “posts” (including podcasts, videos, and social media) are those of the individual a16z personnel quoted therein and are not the views of a16z Capital Management, L.L.C. (“a16z”) or its respective affiliates. a16z Capital Management is an investment adviser registered with the Securities and Exchange Commission. Registration as an investment adviser does not imply any special skill or training. The posts are not directed to any investors or potential investors, and do not constitute an offer to sell — or a solicitation of an offer to buy — any securities, and may not be used or relied upon in evaluating the merits of any investment.
The contents in here — and available on any associated distribution platforms and any public a16z online social media accounts, platforms, and sites (collectively, “content distribution outlets”) — should not be construed as or relied upon in any manner as investment, legal, tax, or other advice. You should consult your own advisers as to legal, business, tax, and other related matters concerning any investment. Any projections, estimates, forecasts, targets, prospects and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Any charts provided here or on a16z content distribution outlets are for informational purposes only, and should not be relied upon when making any investment decision. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation. In addition, posts may include third-party advertisements; a16z has not reviewed such advertisements and does not endorse any advertising content contained therein. All content speaks only as of the date indicated.
Under no circumstances should any posts or other information provided on this website — or on associated content distribution outlets — be construed as an offer soliciting the purchase or sale of any security or interest in any pooled investment vehicle sponsored, discussed, or mentioned by a16z personnel. Nor should it be construed as an offer to provide investment advisory services; an offer to invest in an a16z-managed pooled investment vehicle will be made separately and only by means of the confidential offering documents of the specific pooled investment vehicles — which should be read in their entirety, and only to those who, among other requirements, meet certain qualifications under federal securities laws. Such investors, defined as accredited investors and qualified purchasers, are generally deemed capable of evaluating the merits and risks of prospective investments and financial matters.
There can be no assurances that a16z’s investment objectives will be achieved or investment strategies will be successful. Any investment in a vehicle managed by a16z involves a high degree of risk including the risk that the entire amount invested is lost. Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by a16z is available here: https://a16z.com/investments/. Past results of a16z’s investments, pooled investment vehicles, or investment strategies are not necessarily indicative of future results. Excluded from this list are investments (and certain publicly traded cryptocurrencies/ digital assets) for which the issuer has not provided permission for a16z to disclose publicly. As for its investments in any cryptocurrency or token project, a16z is acting in its own financial interest, not necessarily in the interests of other token holders. a16z has no special role in any of these projects or power over their management. a16z does not undertake to continue to have any involvement in these projects other than as an investor and token holder, and other token holders should not expect that it will or rely on it to have any particular involvement.
With respect to funds managed by a16z that are registered in Japan, a16z will provide to any member of the Japanese public a copy of such documents as are required to be made publicly available pursuant to Article 63 of the Financial Instruments and Exchange Act of Japan. Please contact compliance@a16z.com to request such documents.
For other site terms of use, please go here. Additional important information about a16z, including our Form ADV Part 2A Brochure, is available at the SEC’s website: http://www.adviserinfo.sec.gov.
