Artificial intelligence (AI) continues to absorb large amounts of investment capital, also bringing new portfolio allocation challenges to wealth managers. In the Swiss Bitcoin Crypto Wealth Management Report 2026, Bitcoin Suisse estimates that the capital expenditure of the largest hyperscale cloud service providers in the United States is expected to exceed $800 billion this year and will surpass $1 trillion by 2027.
Bitcoin Suisse pointed out that against this backdrop, investors’ attention may remain “trapped in artificial intelligence until the speculative cycle ends.” At the same time, the gains brought by the AI boom are becoming increasingly concentrated among a small number of technology companies, while the scale of debt financing supporting private investment and government spending continues to expand.
The institution believes that this environment strengthens the case for allocating Bitcoin to investment portfolios. However, Bitcoin’s role is not to replace stocks or bonds, but to add a truly different source of risk to portfolios.
Debt Pressure Behind the AI Boom
Bitcoin Suisse believes that the growth of artificial intelligence infrastructure is still expected to continue over the next several years. Areas such as semiconductors, memory, networking, power generation, and cooling equipment may still constitute physical bottlenecks limiting industry expansion.
However, related risks also exist in the economic models and credit structures supporting AI expansion. For portfolio construction, the AI trade does not exist independently, and its performance is also affected by the broader debt cycle.
Currently, U.S. federal debt has exceeded $40 trillion, while Treasury yields have also returned to levels seen during the global financial crisis. Bitcoin Suisse stated that sovereign debt balance sheets are gradually becoming an important pressure point facing the market.
This change has also made the traditional strategy of “balancing stock risk through bond allocation” more complicated. During periods of severe inflation, interest-rate changes, and geopolitical shocks, the movements of stocks and government bonds are increasingly converging.
Bitcoin Suisse therefore believes that sovereign bonds should not automatically be regarded as the primary risk-diversification tool in an investment portfolio.
How Bitcoin Allocation Affects Portfolios
Bitcoin Suisse regards Bitcoin as a potential source of portfolio resilience. Bitcoin’s volatility and sensitivity to liquidity are similar to those of risk assets, but its monetary scarcity is closer to traditional hard-asset categories.
The institution also cautioned that Bitcoin is not a risk-avoidance safe-haven asset in the traditional sense. Its value lies in having potential return drivers that differ from those of other assets, and therefore it may help portfolios achieve more complete diversification.
In portfolio modeling, Bitcoin Suisse used a traditional portfolio containing stocks, bonds, gold, and money-market assets as the basis, and tested Bitcoin allocation ratios of 1%, 2.5%, 5%, and 10%, respectively.
When the funds allocated to Bitcoin came from bonds, the portfolio’s annualized return increased from 6.2% without Bitcoin allocation to 7.2% with a 1% Bitcoin allocation and 8.6% with a 2.5% Bitcoin allocation.
Within the testing range, regardless of whether the Bitcoin funds came from stocks or bonds, its allocation improved both the portfolio’s absolute return and risk-adjusted return. The historical absolute return generated by shifting funds from bonds to Bitcoin was the strongest, because during periods when the stock market significantly outperformed fixed-income assets, the stock position was not used.
For institutional investors such as family offices, this model shows that even if Bitcoin accounts for a relatively limited share of a portfolio, it may still have a significant impact. Its effect depends on the size of the holding and the correlation between assets, rather than being judged solely according to Bitcoin’s own volatility.
Investment Perspective Extends to Ethereum
The portfolio framework proposed by Bitcoin Suisse is not limited to Bitcoin (BTC). The report believes that, through its role as collateral for tokenized economic reserves and as settlement infrastructure, Ethereum is gradually combining network economics with monetary attributes.
As on-chain financial activity continues to increase, the importance of this trend is also rising. Tokenized securities and stablecoins have already become relatively mature, while Bitcoin Suisse believes that artificial intelligence may become one of the important sources driving future growth in demand for these on-chain financial channels.
The report shows that the number of tokens consumed by AI agents has already exceeded that consumed by humans by more than five times. Bitcoin Suisse expects that this trend may also gradually be reflected in financial activities and on-chain economic activities.
This creates a special cyclical relationship: artificial intelligence is currently competing with cryptocurrency for investment capital, but at the same time, AI is also developing autonomous economic participants that can make greater use of cryptocurrency’s programmable financial infrastructure.
Liquidity Cycles May Affect Capital Flows
Bitcoin Suisse does not believe that the artificial intelligence boom must collapse before portfolios change. As spending in the AI sector gradually matures, the importance of financing costs may increase, expected returns may decline, and capital may begin to flow into other areas.
As the pressure caused by the AI boom on portfolios gradually accumulates, investors may seek assets whose sources of return differ from those in the artificial intelligence sector.
Bitcoin Suisse believes that the combination of Bitcoin’s scarcity and unique risk drivers means that it may have an important impact without occupying a high proportion of a traditional portfolio. In an investment environment increasingly dominated by the same AI and macroeconomic trades, allocating a small proportion to structurally different assets may produce a significant effect.