$100 Billion Factory Purchase: Bezos and Middle Eastern Capital Shift AI Money from Cloud to Shop Floor

$100 billion. That's the sum Bezos is in the process of raising for a new fund. According to a WSJ exclusive report on March 19, this fund, referred to as the "Manufacturing Transformation Tool," will specifically acquire industrial companies in the chip manufacturing, defense, and aerospace sectors and then use AI to transform them.

This sum is as large as the SoftBank Vision Fund. But the destinations for the money are entirely different.

The Vision Fund, in 2017, wielded $98.6 billion to invest in internet platform companies like Uber, WeWork, and DoorDash. Eight years later, Bezos, holding a fund of equal scale, is not targeting people who code but rather people who operate machine tools.

This is not an isolated investment. Bezos joined Project Prometheus last year as co-CEO, a startup that uses AI to simulate real-world behaviors and has already secured $6.2 billion in funding. The other co-CEO, Vikram Bajaj, is a co-founder of Verily, Google's life sciences division. This new $100 billion fund will provide a landing pad for Prometheus's models — buy factories and then plug the models in.

Blue Origin CEO David Limp has already joined the Prometheus board. Bezos has recently traveled to Singapore and the Middle East, with the Abu Dhabi Investment Authority and JPMorgan Chase CEO Jamie Dimon reportedly at the negotiation table, according to the FT.

The Weight of AI Money is Increasing

Placing this fund into the context of AI capital over the past two years reveals a clear trend.

According to Crunchbase data, global AI venture financing is projected to reach $89.4 billion by 2025, with foundational model companies capturing $80 billion. OpenAI received a single investment of $40 billion, Anthropic accumulated $16.5 billion over two rounds in a year, and Elon Musk's xAI surpassed $42 billion in total. The majority of this money is used for model training and leasing computing power.

Meanwhile, the four major cloud providers Amazon, Google, Meta, Microsoft are collectively investing around $320 billion in data centers by 2025. Goldman Sachs predicts that by 2026, this figure will exceed $527 billion. The Stargate Project has even laid out a multi-year investment plan of $500 billion. According to the Dell'Oro Group, global data center capital spending is projected to surpass $1 trillion for the first time in 2026.

All this money is doing the same thing: making AI run faster. But Bezos's $100 billion isn't. He's not buying compute; he's buying capacity.

Prometheus has leased 30,000 square feet in San Francisco's financial district and is now looking for space at least twice that size. But its core ambition isn't in San Francisco—it's in the fab.

Chip Giants Are Voting with Their Feet Too

On the same day Bezos announced his fundraise, Samsung announced it would invest over 110 trillion Korean won (about $73 billion) by 2026 in chip capacity expansion and R&D. According to Bloomberg, this is Samsung's largest-ever annual pledge for chip investment, up 22% from 2025's 90.4 trillion won. The 110 trillion won comprises both capital expenditures and R&D, whereas Samsung's 2025 split was 52.7 trillion won in capex and 37.7 trillion won in R&D.

In terms of capex alone, Samsung's 2026 chip capex surpasses TSMC's capex budget of around $52 billion to $56 billion for the same year. It's the first time in history Samsung's annual chip investment has exceeded TSMC's.

Samsung's money is largely on high-bandwidth memory (HBM)—a core supply chain of NVIDIA AI processors. According to Samsung co-CEO Kyong M. Sung's statement during the earnings call, "The emergence of Agentic AI is driving an explosion in customer orders." Samsung needs to wrest HBM market dominance back from SK Hynix.

In a complete reversal in the same tableau, Intel's trajectory is entirely opposite. Intel's capex for 2025 plummeted by 39% year-on-year to $14.7 billion, with further contraction expected to $12 billion to $14 billion in 2026. According to TrendForce analysis, Intel's foundry business has yet to win major external customers and is caught between TSMC's scale and Samsung's investment intent.

As per the same Bloomberg article, the South Korean government also unveiled a $23 billion semiconductor industry support plan. With Samsung's record-breaking investment and government support, all signs point in one direction: AI capital is accelerating from the software layer into the physical layer.

The Middle Kingdom Has Bet Big at Every Layer

Bezos's LP list itself is a geopolitical capital map.

According to the FT, the Abu Dhabi Investment Authority (ADIA) is a potential LP in this $100 billion manufacturing fund. This means that Middle Eastern sovereign capital's positioning in the AI race has extended from the model layer to the manufacturing layer.

Abu Dhabi's AI-specific fund MGX has invested in Anthropic, xAI, and Databricks, participated in the AI Infrastructure Partnership led by BlackRock and Microsoft (which plans to invest $100 billion in AI infrastructure), and was also involved in the $40 billion acquisition of data center operator Aligned Data Centers by NVIDIA and Microsoft. Mubadala invested in Anthropic and has completed 8 AI-related transactions in the past four years.

Saudi PIF's path is slightly different—it is in discussions with a16z for a $40 billion joint fund and plans to build 6GW of data center capacity in Saudi Arabia by 2034 through its subsidiary Humain. According to Global SWF data, sovereign funds in the Gulf Cooperation Council region deployed $136 billion globally by 2024, accounting for 54% of global sovereign fund flows.

But some doors are closed. According to public reports, Anthropic explicitly rejected Saudi PIF's investment in the last funding round citing national security reasons. Not everyone can give money at the model layer, but there is no such hurdle at the infrastructure and manufacturing layers.

This fund is still in the early stages of negotiation, and specific acquisition targets and LP shares have not been disclosed. But the direction has already been set. Bezos is not investing in the next model; he is investing in the next supply chain.