Nevis

A startup that finishes the boring half of someone else's job

It is a Tuesday morning at a fast-growing advisory firm. An advisor has six client meetings, two new accounts to open, and a follow-up list that ran off the bottom of the screen sometime last week. The work that pays - sitting across from a person and helping them plan a life - keeps getting pushed behind the work that doesn't.

This is the room Nevis walks into. The New York company calls itself “the AI platform for wealth management,” which is a tidy phrase for a messy promise: take the operational sludge off the advisor's plate and complete it - not draft it, not suggest it, complete it. Meeting prep. Client service. Follow-ups. Opening custodian accounts. The errands of money management that no one grew up dreaming about.

A year into its existence, Nevis is no longer a rumor. It came out of stealth in December 2025 with $40 million in the bank and a customer list that, between them, looks after more than $50 billion of other people's money. For a company that had been deliberately quiet, that is a loud entrance.

The advisor's day is mostly not advising

Here is the uncomfortable arithmetic of the profession. Advisory teams can spend up to 80% of their time on back-office tasks - the logging, the routing, the re-keying of the same client detail into the fourth disconnected system of the afternoon. The tools exist. There are just too many of them, and none of them talk to each other.

The result is a capacity problem dressed up as a busy-ness problem. More than 50 million Americans want financial guidance. The supply of human attention to give it is capped not by talent but by admin. Every hour an advisor spends opening an account is an hour not spent with a client - and a client somewhere not being served at all.

Three people who already scaled a bank

Nevis was founded in 2024 by Mark Swan, Philipp Burda and Ivan Chalov - a trio who helped build Revolut into one of the world's larger digital banking platforms before deciding wealth management deserved the same treatment. They had seen, up close, what happens when you point serious engineering at the unglamorous plumbing of finance. People notice.

Their bet is narrower and stranger than “AI for finance,” a phrase that has launched a thousand decks. The bet is that the winning product is not another assistant that drafts an email for you to check. It is software that takes the task to its end - the way a good operations team would, except it never sleeps and never asks where the client's account number went.

One platform, sitting on top of the mess

The Nevis platform is unified by design - which is a polite way of saying it refuses to add a tenth tab to a screen that already has nine. It plugs into the advisor's existing, fragmented stack and runs the operational work across it. The point is not to look smart in a demo. The point is to make the to-do list shorter by the end of the day.

What it actually does: prepares advisors for client meetings, handles client service and follow-ups, and opens custodian accounts - the steps that, done by hand, are where afternoons go to die. Crucially, Nevis is built for wealth management rather than retrofitted from a generic AI tool, which is the difference customers keep pointing to.

Money, customers, and the people who wrote the cheques

Traction is the only argument investors fully trust, and Nevis brought receipts. The company raised a $5M seed in 2024 and a roughly $35M Series A in December 2025, for $40M total - all inside its first year. The Series A was led by Sequoia, the firm that backed it from the start, with ICONIQ and Ribbit Capital joining in.

That investor list is a quiet flex. Between them sit early backers of Nvidia, Airbnb, YouTube and SpaceX, and the fintech specialists behind Robinhood, Coinbase, Nubank and Revolut. Family offices serving ultra-high-net-worth clients are in too - the very people who understand how broken advisor operations can be.

And the customers are real, not pilots-in-disguise: Nevis already supports RIAs that collectively manage more than $50 billion in assets, including some of the fastest-growing wealth firms in the country.

Keep the human, automate the rest

For a company built entirely on AI, Nevis is oddly insistent that the human stays in charge. Its line - “financial advice will always be human led” - is not a hedge. It is the whole strategy. The advisor keeps the judgment, the relationship, the hard conversation about a kid's tuition or a parent's care. The machine takes the account opening.

Framed that way, the mission stops being about replacing anyone and starts being about capacity. If an advisor reclaims most of a day, that advisor can serve more of the 50-million-plus Americans who want guidance and currently wait in line for it. The product is automation; the goal is access.

Back to Tuesday morning

Return to that advisor with six meetings, two accounts and a follow-up list off the bottom of the screen. In the version Nevis is selling, the accounts open themselves, the follow-ups close on their own, and the meeting prep is done before the first coffee. The day stops being a race against the back office.

Whether Nevis fully delivers that is the open question - it is barely a year old, the wealthtech graveyard is well populated, and “AI that completes the task” is a high bar to clear at scale. But the diagnosis is hard to argue with, the founders have done the hard version of this before, and the people who funded Revolut and Nvidia have seen the demo and reached for their chequebooks.

The advisor's job was never the paperwork. Nevis is betting it can give that job back.