AI-generated responses are becoming more common, whether travelers know or not.
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An automated financial advisor called PortfolioPilot has quickly gained $20 billion in assets in a possible preview of how disruptive artificial intelligence could be for the wealth management industry.
The service has added more than 22,000 users since its launch two years ago, according to Alexander Harmsen, co-founder of Global Predictions, which launched the product.
The San Francisco-based startup raised $2 million this month from investors including Morado Ventures and the NEA Angel Fund to fund its growth, CNBC has learned.
The world’s largest wealth management firms have rushed to implement generative AI after the arrival of OpenAI’s ChatGPT, rolling out services that augment human financial advisors with meeting assistants and chatbots. But the wealth management industry has long feared a future where human advisors are no longer necessary, and that possibility seems closer with generative AI, which uses large language models to create human-sounding responses to questions.
Still, the advisor-led wealth management space, with giants including Morgan Stanley and Bank of America, has grown over the past decade even amid the advent of robo-advisors like Betterment and Wealthfront. At Morgan Stanley, for instance, advisors manage $4.4 trillion in assets, far more than the $1.2 trillion managed in its self-directed channel.
Many providers, whether human or robo-advisor, end up putting clients into similar portfolios, said Harmsen, 32, who previously cofounded an autonomous drone software company called Iris Automation.
“People are fed up with cookie-cutter portfolios,” Harmsen told CNBC. “They really want opinionated insights; they want personalized recommendations. If we think about next-generation advice, I think it’s truly personalized, and you get to control how involved you are.”
AI-generated report cards
The startup uses generative AI models from OpenAI, Anthropic and Meta’s Llama, meshing it with machine learning algorithms and traditional finance models for more than a dozen purposes throughout the product, including for forecasting and assessing user portfolios, Harmsen said.
When it comes to evaluating portfolios, Global Predictions focuses on three main factors: whether investment risk levels match the user’s tolerance; risk-adjusted returns; and resilience against sharp declines, he said.
Users can get a report card-style grade of their portfolio by connecting their investment accounts or manually inputting their stakes into the service, which is free; a $29 per month “Gold” account adds personalized investment recommendations and an AI assistant.
“We will give you very specific financial advice, we will tell you to buy this stock, or ‘Here’s a mutual fund that you’re paying too much in fees for, replace it with this,'” Harmsen said.
“It could be simple stuff like that, or it could be much more complicated advice, like, ‘You’re overexposed to changing inflation conditions, maybe you should consider adding some commodities exposure,'” he added.
Global Predictions targets people with between $100,000 and $5 million in assets — in other words, people with enough money to begin worrying about diversification and portfolio management, Harmsen said.
The median PortfolioPilot user has a $450,000 net worth, he said.
The startup doesn’t yet take custody of user funds; instead it gives paying customers detailed directions on how to best tailor their portfolios. While that has lowered the hurdle for users to get involved with the software, a future version could give the company more control over client money, Harmsen said.
“It’s likely that over the next year or two, we will build more and more automation and deeper integrations into these institutions, and maybe even a Gen 2 robo-advisor system that allows you to custody funds with us, and we’ll just execute the trades for you.”
‘Massive shake up’
Harmsen said he created the first version of PortfolioPilot a few years ago to manage his own newfound wealth after selling his first company.
He’d grown frustrated after meeting more than a dozen financial advisors and realizing that they were “basically just salespeople trying to give access to this fairly standard” approach, he said.
“It felt like a very real problem for me, because the only alternative I saw on the market was, you know, basically becoming a day trader and becoming my own portfolio manager,” Harmsen said.
“I wanted hedge fund-quality tools and ways to think about risk and downside protection, and portfolio management across all of my different accounts and the buckets of money in crypto and real estate,” he said.
So around the time he was starting a family and buying a home in San Francisco, he began coding a program that could manage his investments.
After realizing it could have a broader use, Harmsen began building a team for Global Predictions, including three former employees of Bridgewater Associates, the world’s largest hedge fund.
The company’s rise has attracted regulatory scrutiny; in March, the Securities and Exchange Commission accused Global Predictions of making misleading claims in 2023 on its website, including that it was the “first regulated AI financial advisor.” Global Predictions paid a $175,000 fine and changed its tagline as a result.
While today’s dominant providers have been rushing to implement AI, many will be left behind by the transition to fully automated advice, Harmsen predicted.
“The real key is you need to find a way to use AI and economic models and portfolio management models to generate advice automatically,” he said.
“I think that is such a huge jump for the traditional industry; it’s not incremental, it’s very black or white,” he said. “I don’t know what’s going to happen over the next 10 years, but I suspect there will be a massive shake up for traditional human financial advisors.”
Financial markets opened September on a firm footing following a solid performance in August, where the S&P 500 gained 2.6% and the tech-heavy Nasdaq Composite rose 3.9%. Corporate earnings across major index constituents showed impressive momentum, with S&P 500 year-over-year earnings growth topping historic averages. However, despite robust corporate balance sheets, equity market valuations face headwinds as benchmark 10-year Treasury yields remain elevated near 4.75%.
The current financial environment is characterized by a strong divergence between corporate earnings resilience and bond market pressure. Enterprise technology leaders, financial institutions, and consumer sectors reported strong profit margins, benefiting from operational efficiency gains and disciplined cost management. Yet, institutional investors remain cautious about expanding price-to-earnings multiples when risk-free benchmark bond yields offer yields near 4.7%.
Fixed income markets continue to reflect restrictive monetary conditions. The broader aggregate bond market recorded flat total returns year-to-date, while fixed income yields—such as 30-day SEC yields on core bond funds—stayed above 4.6%. This yield profile provides institutional and retail investors with meaningful cash flow returns without taking on equity market downside risk, creating a competitive alternative for institutional capital allocation.
Portfolio managers and investment strategists recommend a disciplined, quality-oriented approach entering the final quarter of 2026. Rather than chasing speculative momentum, capital flows are favoring companies with strong cash flow generation, low debt-to-equity ratios, and robust pricing power capable of withstanding elevated input costs.
Why This Information Matters
The tension between strong corporate earnings and elevated bond yields directly impacts portfolio allocations and retirement wealth. Individual investors and wealth managers must balance equity market participation with fixed-income yield opportunities, ensuring portfolios are diversified against sudden valuation adjustments caused by fluctuating benchmark interest rates.
A turbulent week in the U.S. Treasury market prompted the Treasury Department to sharply increase the size of its long-term debt buyback program, as bond prices fell even while equity markets pushed toward record highs. The divergence has drawn attention from fixed-income strategists who see it as a signal of underlying investor unease about federal borrowing levels.
What Happened This Week
U.S. Treasury Secretary Scott Bessent told CNBC on Thursday, August 20, 2026, that the Treasury had doubled the size of its long-term debt buyback operations, moving from roughly $2 billion to at least $4 billion per operation. Bessent indicated the figure could climb further, saying “we’re going to increase the size of the buyback,” and noted the accelerated pace could exceed the announced $4 billion threshold per issue.
Buybacks allow the Treasury to repurchase outstanding government bonds directly from the market, which can help support prices and dampen yield volatility during periods of stress. The expanded program came as stocks staged a late-week recovery: the S&P 500 and Russell 2000 both advanced on Friday, August 21, even as Treasuries logged mild losses, according to Bloomberg market data.
Why Bond and Equity Markets Are Diverging
Capital.com senior market analyst Daniela Hathorn described the week’s dynamic as markets “ending the week on a softer tone after the relative calm of early August was disrupted by renewed pressure in global bond markets, another rise in oil prices, and growing uncertainty around the Federal Reserve’s next move.” She noted that higher long-term borrowing costs are increasingly challenging elevated equity valuations, even as U.S. equities pull back modestly from record highs.
This divergence — equities near record levels while bonds sell off is unusual and reflects two different sets of investor concerns. Equity investors have remained focused on corporate earnings strength, particularly from large technology companies ahead of Nvidia’s closely watched August 26 earnings report. Bond investors, by contrast, are more directly exposed to concerns about the scale of federal borrowing, highlighted this week by the national debt crossing the $40 trillion threshold for the first time.
The Fed and Treasury “Working in Opposite Directions”
Wilmington Trust senior bond portfolio manager Wil Stith told Yahoo Finance that current conditions reflect “the Fed and the Treasury basically working in sort of opposite directions,” adding that the imbalance will likely require the Federal Reserve which he described as having “the larger sandbox” to adjust the federal funds rate rather than relying on Treasury market interventions alone to manage yields.
Notably, the bond market’s reaction to the Treasury’s buyback expansion was relatively muted; strategists described the move as being largely absorbed without a major rally, suggesting the underlying pressure on yields stems from factors, such as inflation persistence and debt sustainability concerns, that a buyback program alone cannot resolve.
What Comes Next
Markets are now looking to two major events in the days ahead: Nvidia’s earnings report on Wednesday, August 26, and the Federal Reserve’s Jackson Hole Economic Symposium, running August 27-29. This will be the first Jackson Hole gathering under new Fed Chair Kevin Warsh, whose public communication style and policy signals remain less established than his predecessors’, according to market commentary from Regards of Wall Street.
For investors, the key metrics to watch are the size and frequency of future Treasury buyback operations, movements in the 10-year Treasury yield, and any policy signals from Warsh’s keynote address. Continued yield volatility alongside record equity valuations would suggest the market imbalance identified this week has not yet been resolved.
The global banking system is undergoing a comprehensive modernization of cross-border payment infrastructure. Driven by real-time settlement networks, open banking APIs, and interoperable messaging standards, financial institutions and multinational corporations are eliminating multi-day delays and reducing transaction costs associated with legacy international wire transfers.
Transition to Real-Time Gross Settlement Networks
Historically, international business-to-business (B2B) payments relied on complex correspondent banking relationships involving intermediary fees and processing delays. In 2026, the widespread adoption of ISO 20022 messaging protocols alongside interconnected Real-Time Gross Settlement (RTGS) systems allows direct, end-to-end processing of cross-border transfers.
Commercial banks are providing corporate clients with continuous, 24/7 payment clearing capabilities. Real-time transaction confirmation and automated FX rate locking allow international businesses to settle cross-border trade obligations within minutes, significantly reducing counterparty risk.
Central Bank Digital Currency (CBDC) Interoperability
Wholesale Central Bank Digital Currency (CBDC) pilot initiatives are reaching operational maturity across several key financial centers. Collaborative multi-CBDC platforms enable participating central banks and commercial institutions to settle foreign exchange and international trade transactions directly on shared distributed ledgers.
These wholesale digital currency networks eliminate traditional clearinghouse delays and minimize foreign exchange slippage. Enterprise treasury departments benefit from enhanced liquidity management, as cross-border cash balances can be deployed and repatriated instantaneously.
Corporate Treasury Transformation
For enterprise treasurers, instant cross-border settlement transforms cash management strategies:
– Working Capital Optimization: Reduced transaction float allows companies to lower precautionary cash reserves and optimize short-term liquidity investments.
– Automated Reconciliation: Enriched data formats embedded in ISO 20022 payment messages streamline automated general ledger posting and invoice matching.
– Reduced Processing Overhead: Account-to-account (A2A) real-time clearing bypasses costly intermediary correspondent banking fees.
Strategic Financial Priorities
1. Upgrade Treasury Systems: Ensure internal core enterprise software supports real-time ISO 20022 payment messaging standards.
2. Leverage Instant Clearing Rails: Utilize direct payment networks to lower cross-border transaction fees and eliminate settlement delays.
3. Evaluate Multi-Currency Liquidity: Modernize liquidity management frameworks to capitalize on 24/7 real-time settlement capabilities.