Meta will spend between $125 billion and $145 billion on AI infrastructure in 2026. Its free cash flow fell from $26 billion in the first quarter of last year to $1.2 billion in the first quarter of this year. Investors have been asking the same question ever since: What happens if all that computing isn’t used fast enough?
Bank of America just offered its response.
In a note reiterating its Buy rating on Meta, BofA Securities said the company’s push into enterprise AI could provide it with a significant exit if its infrastructure development creates excess capacity.
The bank said enterprise demand for AI could create a more durable and less macro-sensitive revenue stream for Meta than its current advertising-driven model. He also said enterprise sales could give Meta an optional option if there is excess capacity, which would help contain any potential margin decline.
BofA highlighted the magnitude of the opportunity. The enterprise AI and cloud capabilities solutions market is expected to surpass $1 trillion by 2028, according to Investing.com.
The bank’s argument is that Meta does not need to dominate that market for the business to gain meaning. Even a small slice of a market that size could generate substantial revenue for a company that already has the infrastructure in place.
Why Zuckerberg’s comments at the shareholder meeting are important here
The BofA ticket arrives alongside a specific sign from Meta’s leadership. At the company’s annual shareholder meeting, CEO Mark Zuckerberg indicated that Meta could enter the cloud computing market if its infrastructure investments create excess capacity.
It also noted strong inbound demand from outside companies seeking access to Meta’s APIs and computing resources, according to Investing.com.
That’s not a new product announcement. It is an acknowledgment that demand is already appearing. Companies are approaching Meta for access to its computing, and Zuckerberg is at least open to meeting that demand if capacity allows.
The BofA note takes that signal seriously. Their framing is not that Meta becomes a cloud provider.
It’s just that Meta already has assets that enterprise customers want, and the financial logic of monetizing them becomes more compelling as infrastructure buildout increases.
The company is spending big in the expectation that AI development will pay offLucas/Getty Images
The Margin Pressure Argument and Why Enterprise AI is a Defense Mechanism
The investment case BofA presents has two components. The first is positive: enterprise AI as a new source of income. The second is protection: business demand as a way to limit margin erosion if consumer adoption of AI absorbs capacity more slowly than Meta’s development assumes.
That second point is the most important for investors focused on short-term risk. Meta’s free cash flow fell to $1.2 billion in the first quarter of 2026 from $26 billion in the same period last year, according to CNBC.
The company is spending heavily in the expectation that AI development will bear fruit. If external business demand can help fill capacity while internal AI products scale, the financial bridge will be easier to cross.
BofA is not saying that Meta will certainly build a successful enterprise AI business. He is saying that optionality exists and that it changes the risk profile of Meta’s infrastructure spending. A company with multiple potential uses for its computing is less exposed than one that opts for a single monetization route.
Key figures from Bank of America’s Meta enterprise AI note:
BofA Rating: Repeat Buy on Meta; According to Investing.com, enterprise AI is considered a longer-lasting revenue opportunity and less sensitive to macroeconomic data than advertising.
Market size: Enterprise AI solutions and cloud capacity expected to exceed $1 trillion by 2028; BofA claims even a small stake could be significant for Meta, Investing.com confirms
Capacity Thesis: Business demand could give Meta an optional option if there is an infrastructure glut, which would help limit pressure on margins, Investing.com confirms
Zuckerberg signal: At Meta’s shareholder meeting, Zuckerberg said Meta could enter cloud computing if excess capacity develops; noted strong external inbound demand for Meta APIs and computing, Investing.com confirmed
Metacapex: between $125 billion and $145 billion in 2026, up from $72 billion in 2025; Free cash flow fell from $26 billion in the first quarter of 2025 to $1.2 billion in the first quarter of 2026, according to CNBC.
Previous coverage from TheStreet: BofA established Meta as a top AI pick for 2026 and pointed to enterprise licensing of Meta’s proprietary models as a potential market-moving event this year.
What this means for investors watching Meta in 2026
BofA’s note reframes the risk conversation around Meta’s AI spending. The concern has been that the company is overbuilding and that returns are taking too long to materialize. BofA’s response is that business demand creates a second path to monetization that was not part of the original investment thesis.
That’s more important if Meta’s consumer AI products take longer than expected to scale. The advertising business is already operating on tighter cash flow margins as capital spending absorbs more of the company’s free cash. Any additional monetization channel that can absorb infrastructure costs reduces the pressure on the core business to bear the entire load.
For investors, the question is whether they believe business demand for Meta computing is real and scalable or a theoretical safety valve that never fully materializes. Zuckerberg’s comments at the shareholder meeting suggest that he is at least aware of the incoming lawsuit.
BofA’s note suggests the bank believes it is worth pricing. The $1 trillion market figure is the context that makes the argument financially significant rather than speculative.
Related: Mark Zuckerberg releases strange new update for Meta users
This story was originally published by TheStreet on May 30, 2026, where it first appeared in the Investments section. Add TheStreet as a preferred source by clicking here.
