Altruist surprises again: 1,600 advisory firms adopt the Hazel AI in just one month and pipeline points to 1,500 new advisors per month over the next nine months
Altruist is not exactly a new name on the American financial market radar, but what the company pulled off in recent weeks put everyone on high alert. In less than a month after launching its Artificial Intelligence tax agent called Hazel, more than 1,600 RIA firms — that stands for Registered Investment Advisor, meaning independently registered investment advisors in the U.S. — signed up for the service. And those 1,600 firms are all new to Altruist: they come on top of the roughly 400 that were already custody clients. 👀
And it does not stop there. According to Jason Wenk, Altruist founder and CEO, the number would likely have reached 1,800 by March 13, and the expectation is that around 1,500 advisors per month will keep signing up through the rest of the year. Those are numbers that make any competitor pay attention.
The impact was not limited to the fintech universe. Shares of giants like Charles Schwab (down 7.4%), LPL Financial (down 8.3%), and Raymond James (down 8%) plunged within hours, wiping out roughly $150 billion in market value in a day and a half, before stabilizing around $130 billion in losses. All of that because of an Artificial Intelligence tool focused on tax management that costs, on the basic plan, $600 a year.
So the million-dollar question is: are we looking at real disruption in the financial custody market, or is this just another hype cycle that will cool off over time? The answer, as almost always happens with technology, lies somewhere in between — but the numbers Altruist has put up so far are hard to ignore.
What is Hazel and why it is shaking up the market
Hazel is the Artificial Intelligence assistant developed by Altruist with a focus on tax optimization for independent investment advisors. In practice, it works as an intelligent layer within Altruist’s custody platform, analyzing client portfolios in real time and identifying opportunities to reduce taxes — including techniques like tax-loss harvesting, ingestion and analysis of 1040 returns, and fiscal scenario modeling.
What sets Hazel apart from other similar tools on the market is not just the sophistication of the model behind it, but the way it was integrated directly into the RIA workflow, without requiring them to leave the platform or hire a separate additional service. As Will Trout, director of securities and investments at Datos Insights, explains, Hazel’s advantage is architectural, not algorithmic — it feeds on live custodied data, which eliminates the need for manual reconciliation between disconnected tools.
Another thing that caught attention was the pricing model. While tax planning solutions usually come bundled into more expensive platforms, Altruist opted for a flat fee of $600 per year on the basic AI assistant plan and $1,500 per year for the full package with tax planning, on an annual contract that includes a 15-day free trial.
Trout put those numbers in perspective: a standalone meeting intelligence tool costs between $20 and $40 per user per month, and a tax planning platform with capabilities similar to Hazel runs between $150 and $200 per month — without integration with custodied data. An advisor who pieced together equivalent functionality by buying separate tools would spend between $300 and $400 per month and still would not have a unified data layer. At $125 per month for the full package, Altruist is delivering roughly three times the comparable market value.
This removed one of the biggest barriers to entry that existed for smaller RIA firms that wanted to offer this kind of service to their clients but did not have enough scale to justify the cost of more robust platforms. It is a classic democratization-through-technology move, and the market picked up on it fast.
The total commoditization of the middle office
The speed at which 1,600 RIAs adopted the tool — nearly 9% of the roughly 18,000 domestic RIAs operating in the U.S. — says a lot about the level of latent dissatisfaction that existed with the solutions available until then. It was not an aggressive marketing campaign or a temporary discount that drove this movement. Wenk says the company spent nothing on advertising for Hazel.
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Hitesh Dundi, product lead for AI, machine learning, and data at Vanguard Group, described what is happening in very direct terms: according to him, what we are seeing is not simply a software upgrade, but the total commoditization of the wealth management middle office and a silent blow to legacy custodians.
Dundi also warned that if Altruist can survive the operational shock of onboarding 1,600 firms without a catastrophic information security stumble, it will have forced a permanent adapt-or-die reckoning across the entire financial sector, turning the traditional advisory model — which is full of friction — into a relic.
Why the big players took such a hit
The stock drops at the big institutions might seem exaggerated at first glance, but they make total sense when you understand where these companies’ revenue comes from. A large part of their business model depends directly on the custody services they provide to RIAs. Custody, in the American financial context, is essentially the service of holding and managing the assets of an advisor’s clients, processing orders, maintaining records, and ensuring regulatory compliance.
Every RIA needs a custodian, and the major market players — Schwab, Fidelity, Pershing — have dominated this space for decades. As Trout noted, the RIA custody logjam literally has not moved in 35 years. Hazel’s RIA conquest represents a potential tectonic shift that could finally break that stagnation.
What Altruist is doing, in the view of many analysts, is creating one more reason for RIAs to migrate their custody. If you are already using Hazel and your clients’ tax profiles, 1040 return histories, and planning workflows are all inside the Altruist ecosystem, the friction of moving to Schwab or Fidelity stops being just operational — it becomes a real loss of capability. That creates what the market calls a durable competitive moat.
It is worth remembering that the RIA market in the United States handles trillions of dollars in assets under management. Even a partial migration represents a massive volume of assets potentially in motion. Financial markets price in expectations, not just present reality, and the expectation Altruist created was enough to vaporize $130 billion in competitor market value. That is the market saying, very clearly, that it took this move seriously.
The pipeline and the stratospheric opportunity
The future adoption numbers are just as impressive as the current ones. Wenk revealed that Hazel has nearly quintupled the opportunities for Altruist’s business development team, and that the company is in active negotiations with large firms that have over 1,000 licenses — and should know within the next 60 to 120 days how many of them will come on board.
Among Hazel’s new clients, there are firms managing billions, tens of billions, and even hundreds of billions in assets. This is no longer startup territory with small firms testing a new tool. These are major players in the advisory market seriously evaluating the platform.
For the year as a whole, Wenk projects between 600 and 800 new firms on Altruist’s full custody platform, and around 20,000 new firms on Hazel. The company currently serves about 3,500 RIAs in custody, although it typically handles only the smaller or more tech-forward clients of those advisors. For comparison, Schwab provides custody services to more than 7,500 independent advisors.
Doug Fritz, co-founder and executive chairman of technology consultancy F2 Strategy, believes Hazel will absolutely help drive custody. He expects that 50% of the AI relationships will result in adding Altruist as an additional custodian, and that there is really no reason not to. Trout is a bit more conservative, estimating a conversion rate of 20% to 30%. If Altruist converts 400 to 500 of those 1,600 into full custody relationships, the revenue and valuation implications are substantial.
The risks are real
Not everything is sunshine and rainbows, and even the most optimistic analysts acknowledge that. Trout warns that the risk is Hazel underdelivering on its promise to early adopters, reversing the narrative. Adding 1,600 firms — even in a staggered fashion — puts integration capacity, information security, and company culture to the test simultaneously.
Trout also pointed out that Altruist has historically prioritized product speed over operational discipline, and that it grew fast but did not always grow cleanly, including episodes of service outages. In the custody market, a we are working on it response is an expensive response, according to him.
Wenk pushed back on that criticism directly, citing the highest custody satisfaction rating in the recent T3 technology survey. He stated that the company’s support agreements have response times under two minutes — usually under 30 seconds — and that the platform is extraordinarily stable and improving every day. On Hazel specifically, he said there have been zero issues with client onboarding and that the company was already prepared for this volume.
The threat to AI competitors
Hazel is not just challenging the big custodians. It is also putting direct pressure on AI startups focused on financial advisory, especially the so-called AI note-takers — meeting transcription and analysis tools like Jump and Zocks, which have flourished over the past two or three years.
Wenk said that most new Hazel users did not have any AI solution before, but that a significant number are canceling their previous note-takers. He stated that many large firms are dropping Jump and Zocks to migrate entirely to Hazel, and that those tools’ strategy was always to build integrations with other platforms, while Altruist’s AI was designed to completely replace all planning software and administrative work.
Dundi agreed, saying Hazel leaves standalone note-takers caught in a brutal squeeze.
However, the competitors do not agree with that narrative. Parker Ence, CEO of Jump, stated that the suggestion that firms are abandoning Jump en masse is simply not factually accurate, pointing out that the company serves all major independent broker-dealers, 27,000 advisors, and half of the top 25 RIAs. Mark Gilbert, CEO of Zocks, said Zocks adoption continues to grow, with more than 5,000 firms served, including the largest wealth management and insurance companies in the U.S.
Fritz also weighed in that Jump and Zocks have a significant time-to-market advantage, along with Anthropic and CoPilot, and that wealth management CTOs are not going to keep swapping tools every time a new vendor shows up. Both companies, by the way, recently raised capital — Zocks secured $45 million and Jump, $80 million — while Altruist, valued at $1.9 billion, has raised $601.5 million in total.
The custodied data advantage
Three analysts insist that Hazel has the edge because it feeds on real-time custodied data. Dundi said Altruist is using Hazel as a weapon to fundamentally shift the industry’s center of gravity, proving that the future of custody belongs to whoever controls the smartest and most secure data execution layer.
Trout added that the differentiator is not the AI model itself, but the data layer — very few tools have clean, permissioned, actionable custodied data underneath. And Lex Sokolin, co-founder and managing partner of Generative Ventures, put it bluntly: Altruist will always swallow a use-case-based startup, because it is a vertically integrated firm that holds the actual client positions, trading systems, and portfolio logic. Everything else — note-takers, planning software, report decoration — is just a feature.
On the other hand, competitors argue that Hazel’s ownership by Altruist could, paradoxically, limit it. Bassam Chaptini, co-founder and co-CEO of Avantos, observed that in financial services, AI agents are only as powerful as the environment they operate in, and that client data often lives across multiple custodians, systems, and workflows. Haik Sahakyan, co-founder and CEO of ARQA, reinforced that most RIAs operate with multiple custodians, CRMs, planning tools, and reporting systems, and that locking intelligence into a single platform is a disadvantage.
Still, since Hazel works even with firms that do not custody with Altruist, Wenk may already have a clear upper hand in that debate.
Perfect timing and the long-distance race
Trout pointed out that the February market selloff gave Altruist $130 billion in earned media in 48 hours — the kind of brand moment you simply cannot manufacture. Fritz agreed that Altruist came out on top of the turbulence: it was the right announcement, at the right time.
But Fritz also tempered the enthusiasm, saying he would not start counting down the knockout for the big players just yet. The market rarely understands how legacy custody relationships work, and they are extremely sticky. He compared the dynamic to something like Coca-Cola slowly overtaking Pepsi between the 1970s and 1990s: an endurance race, not a sprint.
From an operational standpoint, Altruist seems to be gearing up for growth without over-inflating the team. Wenk revealed he expects to add only 40 new employees to the Hazel team, even with thousands of new clients. According to him, the platform is incredibly intuitive and easy to onboard on your own, and the company is also using AI internally for support, maintaining top-tier service even with the massive influx of users.
What to expect going forward
At the Future Proof Citywide conference, held in early March, Wenk said he plans to launch four new AI agents per year — each one similar to the tax agent that caused all this commotion — and that each new agent would make a piece of the software advisors use today irrelevant.
Hazel also has global reach. Wenk explained that among the new users there is a group of broker-dealer advisors and a segment of international users, mainly from the United Kingdom, the European Union, and Australia. According to him, Hazel can work with virtually any financial advisor or accountant in the world, giving the tool a market of millions of professionals.
What seems most likely, looking at the full body of evidence available so far, is that we are at the beginning of a gradual transformation — not an overnight table flip. Artificial Intelligence applied to wealth management is still at a relatively early stage, and Hazel represents more of a clear signal of where the industry is headed than the arrival at the final destination.
The impact on the major custodians will depend a lot on how they respond to this move over the coming months — whether they will try to develop equivalent solutions in-house, acquire startups in the space, or simply ignore the threat and wait to see what happens. 🤔
What the history of technology teaches us is that ignoring this kind of signal tends to be an expensive strategy. And $130 billion evaporated in less than two days is a warning that is really hard to pretend you did not see.
