A New York fintech turning custom, tax-aware, values-aligned investing from a luxury service into an automated workflow any advisor can run.
Here is a thing about wealth management that is true and slightly annoying: the more money you have, the better your portfolio gets to be. Not just bigger - better. Structurally better.
If you are very rich, someone builds you a portfolio that owns individual stocks instead of a fund, so it can sell the losers for tax purposes and keep the winners. Someone screens out the companies you find distasteful. Someone quietly unwinds the giant pile of your former employer's stock without handing the IRS a fortune. This is called, variously, direct indexing, tax-loss harvesting, values-based screening and concentrated-position management, and historically it required a human being with a spreadsheet, a trading account and a lot of billable hours.
Everyone else got a target-date fund and a pie chart.
Pave Finance's bet is that the gap between those two experiences is not really a wealth problem. It is a software problem. If you can encode the alpha-scoring, the optimization, the tax-lot accounting and the compliance into a platform, then the expensive, artisanal thing an advisor does for one billionaire becomes a workflow they can run for 60,000 accounts. The luxury doesn't get cheaper because the client got richer. It gets cheaper because the marginal cost of another personalized portfolio approaches the cost of another database row.
That is the pitch. Whether it works is a question of engineering, distribution and regulatory plumbing - which, conveniently, is most of what Pave has spent its time building.
Own the index as individual securities instead of a single fund - the prerequisite for everything personalized that follows.
Continuously sell losers to bank losses and pursue "tax alpha," without drifting from the target exposure.
Express a client's preferences - including ESG - while keeping tracking error on a leash.
Diversify a big single-stock holding methodically instead of all at once at tax time.
Run model portfolios and individualized separately managed accounts, personalized per client.
Automate the unglamorous parts - the part that usually decides whether "personalized at scale" is real or a slide.
Pave says the model behind its software outperformed the S&P 500 by an average of 285 basis points a year over 15 years. Past performance is not future performance, backtests flatter their authors, and "the model" is not the same as "your account after fees and taxes." With that stipulated, here is roughly what the claim looks like against a plain index.
Figures per company statements and 2025 seed-round press materials. Basis point = one hundredth of a percentage point.
Most startups build a product. Pave built a stack, and then wrapped a legal entity around each layer of it. This is either regulatory over-engineering or the whole moat, depending on your mood.
The portfolio-management platform: alpha-scoring algorithm, optimization engine and trading, sold to advisors.
A fully-disclosed introducing broker-dealer that connects the software to major custodians and the market.
An SEC-registered investment advisor, so Pave can deliver advice directly and not only through partners.
The team describes itself as carrying 200-plus combined years across Goldman Sachs, Morgan Stanley, J.P. Morgan, Bank of America, Merrill Lynch and HSBC on one side, and Google, Apple, Meta and Amazon on the other. The blend is the personality: financiers who wanted better software, technologists who wanted a harder problem.
To enable advisors to "create and automate truly custom portfolios that reflect their clients' values and risk tolerance while adjusting for evolving market conditions."
Let everyone "manage their money like a billionaire" - institutional-grade tools, delivered through the advisor a person already has.
Watch this space for advisor demos and founder interviews on Pave's channels. No official product-demo video is confirmed public at time of writing.