The Atlanta founder is building a concierge for the agentic economy — and she's doing it from the consumer side, where almost nobody else is looking.
ATLANTA — On Tuesday, August 18, Nyah Chapman will walk onto the mainstage at Truist Park and pitch LUXE AI Concierge to a room full of the people who built Transaction Alley.
She is one of three finalists in the 2026 Fintech South Innovation Challenge, the Technology Association of Georgia's annual competition for early-stage Georgia fintech companies. Now in its twelfth year, the Challenge selected a ten-company cohort in July, put them through four weeks of mentorship and education with veteran fintech operators, and narrowed the field to three. The winner takes a $25,000 cash prize and a year of complimentary admission to the ATDC Accelerate program.
The other two finalists are Agentix, an agentic payments company, and Street Charity, a giving platform built for people who don't carry cash.
The theme of this year's conference is Where Money Moves. Chapman's argument is that a great deal of it isn't moving at all.
The $360 Billion Problem
Think about the last time you opened your credit card's offer portal. You scrolled a wall of activate-this buttons for merchants you don't shop at, closed it, and never went back.
Or the time you bought something at full price and found out afterward your card would have taken twenty percent off.
Or the notification that arrived to tell you a gift card had already expired.
None of that is carelessness. It's a design problem. The value is real, it's already been paid for or earned, and the burden of finding it has been quietly handed to the person who's least equipped to carry it.
Chapman's framing is sharper than that. "An alert that a credit is expiring is nothing if I still have to figure out how to spend it," she says. Notification is not activation. Telling someone they have $200 in dining credit and forty days to use it is not a service. It's a chore with a deadline.
The scale of the problem comes from accumulation. The average consumer in this bracket carries somewhere between three and eight credit cards and belongs to twenty or more rewards and loyalty programs. Each one has its own portal, its own calendar, its own rules, its own definition of what counts. Nobody is auditing all of it. So the value sits.
LUXE AI Concierge exists to unlock it — and, critically, to unlock it without feeling like homework.
Why She's Building on the Consumer Side
Walk any fintech conference floor in 2026 and count the agentic AI companies. Most of them are building infrastructure — rails, orchestration layers, agent-to-agent payment protocols, the plumbing that will let autonomous software transact on someone's behalf.
That work matters. It is also, at the moment, where nearly all the capital and nearly all the attention is going.
Chapman is building somewhere else. LUXE AI is a consumer-facing concierge that sits on top of that emerging infrastructure and answers a simpler question: what should this person actually do tonight, and what do they already own that makes it possible?
Her shorthand for it is Jarvis. Not the Marvel gadget, but the idea underneath it — an assistant that knows enough about you to act without being briefed, that doesn't need a search query because it already understands the context. Everyone in the agentic economy is racing to build the engine. Chapman is building the thing a person actually talks to.
The concierge is named Luxi.
Ask Luxi anything. Somewhere good tonight. A table that will impress a client. A trip you haven't planned yet. Luxi knows which cards you carry, which benefits attach to them, which of those you haven't touched, and — over time — what you actually like. Then it books.
On the surface, it looks like a concierge. Underneath, #poweredbyLUXEAI, is where the real work happens: the behavioral layer that turns spending patterns, frequencies, brand affinities, and preferences into a living profile of a person, and turns that profile into a decision rather than a list of options.
That distinction matters to Chapman more than almost anything else about the product, because it determines how the thing feels to use. There is an entire category of software that helps people find money they're leaving behind, and almost all of it feels like a budget app — spreadsheets, progress bars, the faint scolding tone of an application that has looked at your spending and has thoughts.
LUXE AI is built to feel like the opposite. Not audited. Handed to you. The same value, delivered the way a good concierge delivers it: already found, already checked, already booked, and presented as though it was never any trouble at all.
That last verb is the one that separates the product from the category it's most often confused with.
It's worth being precise about that category, because two very different things get lumped together. Card-linked offer networks sit on the bank side and use transaction data to serve merchant-funded offers. You spend at a retailer, you get an offer for that retailer, and the loop closes. Data enrichment providers like Yodlee do something else again: they aggregate and clean transaction feeds, adding merchant names, categories, and geolocation so the line item in your banking app is legible. Useful infrastructure. Still merchant-level.
LUXE AI works from a different starting point entirely. Not the transaction, but the wallet. Not what a merchant will pay to reach you, but what you already own and haven't used. The output isn't an offer to activate. It's a reservation, at a place that fits, on a night that works, paid for in part by a benefit you forgot you had.
Consumer Is Back
For most of the last three years, consumer was the category venture capital quietly stopped talking about. Capital rotated to enterprise AI, to infrastructure, to anything with a procurement cycle and a contract at the end of it. Building for a person, rather than for a company's budget line, came to be treated as the harder and less fundable path.
That has been changing, and the firms saying so out loud are worth reading.
Slauson & Co., the Los Angeles firm built around economic inclusion, made its position explicit when it announced that its 2026 Friends & Family cohort would focus entirely on consumer companies. Their framing — Architects of the Human Experience — argues that the barrier to building has collapsed, that new technology is already reshaping daily life at scale, and that consumer nonetheless remains an underinvested category. Their definition is broad on business model and narrow on intent: products built for individuals that measurably improve everyday life, whether they reach the person directly or through a partner.
Left Lane Capital has been making a version of the same bet with considerably more capital behind it. The Brooklyn firm invests specifically in internet and technology companies with a consumer orientation, and now manages roughly $3.8 billion. Its portfolio includes Bilt Rewards, which is the closest public proof point for the thesis LUXE AI is running: that a consumer product built on top of the financial rails people already use, surfacing value they already have, can become infrastructure.
There's a third strand worth pulling, and it comes from the infrastructure side of the table. Grace Isford, a partner at Lux Capital, has spent the last two years arguing something inconvenient for the current wave of agentic products: that AI agents are still failing to meet consumer needs, and that the reason is as much about product design as about model capability. In Beyond the Consensus, she and her co-author make the case that interface design is badly underrated in the AI era, and point to products that abandon the chat box for something native to the task instead.
That critique is the whole design brief for Luxi. An agent that can technically book a table is not the same as a product a person will actually let book a table. The gap between those two things is trust, taste, and interface — three things that do not come out of a model, and three things Chapman spent fifteen years in luxury learning to build.
Chapman's read is that the correction went too far in the first place. Enterprise software has an obvious buyer and a legible sales motion, which makes it easier to underwrite. It does not make it more valuable. The consumer, meanwhile, has been quietly accumulating complexity nobody is helping them manage — more cards, more programs, more terms, more expiring value — while the entire industry aims its intelligence at the merchant side of the ledger.
Everyone is fighting for the business. The consumer got lost in the middle.
Chapman did not arrive at fintech from fintech.
She spent fifteen years in luxury advertising and data engineering, with brand work spanning Gucci, Tom Ford, Sotheby's, and Visa. At Modern Luxury Media she sat on the systems side, building the infrastructure that connected audience data to advertising outcomes across a national portfolio of luxury titles — the unglamorous work of making disparate data sources talk to each other, resolve to real people, and produce something a brand could act on.
That's also where the personalization thesis started. Working with affluent audience data at scale, she kept running into the same limit: publishers and brands knew an enormous amount about what their readers responded to, and almost none of it ever came back to the reader as something useful. The intelligence flowed one direction. The person on the other end got a generic offer.
She understood how affluent consumers make decisions because she spent a decade and a half being paid to influence those decisions. LUXE AI is, in part, an attempt to point that same machinery the other way.
Then she started a newsletter.
Dose of LUXE began as a points-hacking dispatch — how to actually extract value from premium cards, written for people who had the cards and not the time. It grew into a luxury lifestyle publication with more than 100,000 subscribers, built entirely without paid acquisition.
Along the way it accumulated something more valuable than the list itself: over 15 million behavioral data points on how mass-affluent cardholders engage, what they open, what they click, what they return to. That dataset is the foundation of LUXE AI's personalization thesis, and it is not something a competitor can buy.
The 2026 Judging Panel
Finalists pitch before a panel of fintech operators and investors:
Satish Balasubramanian — Vice President, Head of Architecture and Shared Services, Deluxe
Mark Kutter — Chief Growth Officer, ONEtechnology
Lynne Laube — Operating Partner, TTV Capital
Chris Sugden — Managing Partner, Edison Partners
Stephen Walsh — Chief Executive Officer, Keeper Solutions
The 2026 Innovation Challenge Cohort
TAG selected ten Georgia fintech companies for this year's Innovation Challenge class in July. All ten completed the four-week mentorship and education program before the field narrowed to three finalists.
Meridian Intelligence Enterprise
About LUXE AI Concierge
LUXE AI Concierge is an agentic concierge platform that turns premium credit cards, loyalty programs, and behavioral data into personalized recommendations and bookings. Built on a proprietary behavioral intelligence layer developed over four years of publishing to a mass-affluent audience, the platform identifies unredeemed benefits across a member's wallet and converts them into booked dining, travel, and lifestyle experiences. LUXE Intelligence, Inc. is headquartered in Atlanta, Georgia.
About Ask Luxi
Luxi is the AI concierge at the center of the LUXE AI platform. Members text Luxi to unlock their wallet — no app, no download. Luxi surfaces the credits and benefits attached to a member's cards, learns their preferences over time, and books on their behalf. Available at askluxi.com.
About Fintech South
Fintech South is the Southeast's premier financial technology conference, convening leaders from payments, banking, lending, investing, insurance, cybersecurity, and emerging financial technologies. Hosted by the Technology Association of Georgia, the event highlights Georgia's leadership as "Transaction Alley," where more than seventy percent of U.S. payment transactions are processed. Fintech South 2026 takes place August 18 at Truist Park in Atlanta under the theme Where Money Moves.
About the Technology Association of Georgia
The Technology Association of Georgia (TAG) is the state's leading technology organization, dedicated to connecting, promoting, influencing, and educating Georgia's innovation economy. TAG serves more than 30,000 members through professional societies, signature events, workforce development initiatives, and public policy leadership.
Connect with Nyah
Nyah Chapman is the Founder and CEO of LUXE AI Concierge. She is raising a seed round and is actively speaking with investors, card issuers, hospitality groups, and private club operators.
To connect directly: concierge@unlock.luxe
