The Exponent thesis fits inside a sentence a franchise banker would once have called reckless: underwrite the operator, not the brand. Roopani says it in interviews the way people describe the weather. It is also the reason Chailease, a Taiwanese leasing giant that mostly finances industrial equipment in Asia, ended up co-anchoring a Series A for a New York fintech that makes charge cards for the guy who owns 47 Dunkin' locations.
Exponent, which Roopani co-founded in 2024, has raised more than $40 million in combined equity and credit as of May 2026. The equity Series A came in at $7.5 million from Chailease and Andre Koo, its chairman, with Era, the firm founded by Jasper Lau, co-leading. Inauguration Capital's Tim Hwang wrote a check. K8 Capital wrote a check. HAZA Foods and Chunara Group, both large multi-unit operators themselves, wrote checks - which is the sort of detail investors describe as "customer-aligned capital" and which most founders describe as "hard to get." Kyle Kuzma, the NBA forward, wrote a check too. Jovian Capital Management provided a $20 million revolving credit facility earlier in 2026. Everyone in the room is betting on a specific proposition: that the person who owns 47 Burger Kings is a better credit than Burger King.
Which is a strange claim if you have spent any time in franchise lending. The industry has traditionally underwritten to brand strength - the theory being that the brand is durable, the operator is transient, and the collateral of last resort is the fry oil. Roopani's argument is that this is exactly backwards for a business where the operators sign personally guaranteed leases and hire everyone in the store. "Franchise operators are some of the best small business operators in the country," he told PR Newswire in May. "They have been handed antiquated tools to run their businesses on."
The tools.
Exponent sells three things. The first is expansion and acquisition lending - money to buy new units, remodel old ones, roll up a neighboring operator. The second is a corporate charge card, which is unremarkable on the surface except that it categorizes transactions across multiple entities in something close to real time, which is what a QSR CFO actually needs. The third, and the one Roopani talks about most, is an AI-powered accounting product that Exponent is piloting for less than $250 per location per month, staffed by U.S.-based accountants and priced to displace whatever spreadsheet-plus-part-timer arrangement currently produces the P&L six weeks after month-end.
Roopani, on the accounting product: "There has been almost no real innovation in franchise accounting in twenty years. Modern AI changes that math entirely." The line is the sort of thing a CEO says on a fundraising call. It is also, in this case, arithmetically defensible. If a multi-unit operator with 30 locations pays roughly $7,500 per month for accounting under Exponent's target price, and gets real-time books instead of a month-end close that clears in the middle of the following month, the tradeoff is not close.
The company he ran before this one.
Roopani's LinkedIn reads like a tour of the finance-to-fintech pipeline in one page. He started at Freddie Mac as an asset management analyst, sold equities at FBR, distributed investment strategies at Prudential, ran institutional accounts at PIMCO. That is a decade of learning what capital markets sound like when they are being polite. Somewhere in there he went to Columbia Business School for his MBA. Then he pivoted - Stripe as an account executive for SaaS platforms, BlueSnap as head of platform partnerships, Branch as director of business development. Then Visa, where he ran business development for Visa Direct globally, which is the product that moves money across Visa's network in something closer to real time than a traditional wire.
The pattern, if you squint, is a person who kept moving toward the seams where money is issued, moved, and accounted for. Exponent is a company that sits directly on all three seams for a specific customer. That is not an accident. It is what the resume was leading to.
Eleven people.
Exponent employs about 11 people. Its address is New York, New York. Its stack, per public technology signals, includes Route 53 for DNS, Ruby on Rails on Nginx for the application, Gmail and Google Apps for internal work, Zendesk for support, Hubspot for the go-to-market pipeline, and a smattering of the usual AWS bits behind it. This is a boring stack, which is a compliment. The interesting thing about Exponent is not the framework it runs on but the fact that eleven people are servicing more than 100 multi-unit operators representing over 10,000 storefronts, and that they have grown revenue roughly 800% year over year since the platform launched commercially in 2025.
The company's stated funding timeline is three to four weeks from application to money in the bank, versus what the traditional franchise loan looks like, which is closer to a quarter. Exponent's website describes its process as "one structured intake. No repeat requests for the same document." That, plus real-time visibility into where the file is, is - for a franchise operator who has spent a career mailing tax returns to community bankers - a genuinely different product.
The customers you have heard of.
Brands with operators on Exponent include Burger King, Dunkin', Buffalo Wild Wings, Jack in the Box, Blaze Pizza, Dave's Hot Chicken, Take 5 Oil Change, Grease Monkey, Dessange Paris, Nothing Bundt Cakes and Golfzon. This list is worth pausing on because it is not curated for aesthetic purposes. It is a working slice of the American franchise economy - fast casual food, quick lube, hair salons, indoor golf simulators. The unifying feature is that each brand has a fragmented network of independent operators who each look, financially, like a small business with predictable revenue and a stack of receipts. Which is another way of saying: a good credit that has been badly served.
What the round actually buys.
Series A capital in fintech usually funds three things: engineering, distribution, and regulatory. Exponent's engineering hire list is the giveaway - Roopani has talked publicly about the AI accounting product piloting by the end of summer, which requires ML engineers, accountants and a compliance function. The distribution question is more interesting. Exponent's early customer list looks less like a marketing funnel and more like a warm network - HAZA Foods and Chunara are on the cap table and, presumably, on the customer list. That is a common shape for enterprise fintech, and it is one of the reasons early revenue can grow eight times in a year without a proportional sales team.
Roopani, on the whole thesis: "We built Exponent because this industry deserves a financial partner that actually speaks its language - and gives it the same caliber of capital, data, and software that's being delivered to other high income, high asset sectors of the economy today." Read that sentence twice. The word doing the work is "language." Fintech companies that speak a customer's language rather than the language of a category tend to eat the category from the middle out. The question Exponent is asking, and that its investors are betting on, is whether the multi-unit franchise operator - a person who has been described, imprecisely, as a small business, an independent contractor, or a partner of a national brand - is actually its own customer category, deserving of its own tools.
The answer, if it turns out to be yes, is worth considerably more than $40 million.