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

$100 billion. That's the amount Bezos is currently raising for a new fund. According to a WSJ exclusive report on March 19, this fund, called the "Manufacturing Transformation Tool," will specifically acquire industrial businesses in the chip manufacturing, defense, and aerospace sectors, and then transform them using AI.

This amount is as large as the SoftBank Vision Fund. But the destinations for the money are completely different.

The Vision Fund, in 2017, invested $98.6 billion in internet platform companies like Uber, WeWork, and DoorDash. Eight years later, Bezos, holding a fund of the same scale, is not targeting those who code but those who operate machine tools.

This is not an isolated investment. Bezos joined Project Prometheus last year as co-CEO, a startup that simulates physical world behavior using AI and has already raised $6.2 billion. 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 real-world application for Prometheus's models—buying factories and then plugging the models in.

Blue Origin CEO David Limp has already joined the Prometheus board. Bezos recently visited Singapore and the Middle East, with reports from the FT that the Abu Dhabi Investment Authority and JPMorgan Chase CEO Jamie Dimon are at the negotiating table.

The Scale of AI Money is Becoming "Heavy"

Putting this fund into the landscape of AI capital over the past two years, the trend is clear.

According to Crunchbase, global AI venture capital is projected to reach $894 billion by 2025, with foundational model companies taking $800 billion. OpenAI alone received $400 billion, Anthropic raised a total of $16.5 billion in two rounds last year, and Elon Musk's xAI exceeded $420 billion. The vast majority of this money is used for model training and leasing computing power.

Meanwhile, the four major cloud providers Amazon, Google, Meta, and Microsoft invested about $320 billion in data centers in 2025. Goldman Sachs predicts that by 2026, this figure will exceed $527 billion. The Stargate Project has even put forward a multi-year investment plan of $500 billion. According to the Dell'Oro Group, global data center capex is expected to exceed $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 rented a 30,000-square-foot office in San Francisco's Financial District and is now looking for space at least twice as large. But its core ambition isn't in San Francisco—it's in the factory.

Chip Giants Are Voting with Their Feet

On the same day Bezos announced his funding, Samsung announced it would invest over 110 trillion Korean won (about $73.3 billion) by 2026 in chip capacity expansion and research. According to Bloomberg, this is Samsung's largest-ever annual chip investment commitment, up 22% from 2025's 90.4 trillion won. This 110 trillion won includes both capital expenditure and R&D, with Samsung's 2025 split being 52.7 trillion won for capex and 37.7 trillion won for R&D.

Looking only at capex, Samsung's 2026 chip capex exceeds TSMC's capex budget of around $52 to 56 billion for the same year. It's Samsung's first time exceeding TSMC in annual chip investment.

Most of Samsung's money is bet on high-bandwidth memory (HBM)—the core supply chain of NVIDIA AI processors. According to Samsung's co-CEO Kinam Kim at an earnings call, "The emergence of Agentic AI is driving explosive growth in customer orders." Samsung needs to snatch back the dominance of the HBM market from SK Hynix.

On the same canvas, Intel's trajectory is completely opposite. Intel's capex plummeted 39% year-on-year to $14.7 billion in 2025 and is expected to further shrink to $12 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 appetite.

According to the same Bloomberg report, the South Korean government also launched a $23 billion semiconductor industry support plan during the same period. Samsung's record-breaking investment alongside government support points in one direction: AI capital is accelerating from the software layer into the physical layer.

The Middle Kingdom Is Going All-In at Every Level

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

According to the FT, the Abu Dhabi Investment Authority (ADIA) is a potential LP for 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-focused fund, MGX, has invested in Anthropic, xAI, and Databricks, while also participating in the AI Infrastructure Partnership led by BlackRock and Microsoft (which plans to invest $100 billion in AI infrastructure). It has also been involved in NVIDIA and Microsoft's joint acquisition of data center operator Aligned Data Centers in a $40 billion deal. Mubadala has 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 talks with a16z for a $40 billion joint fund and is planning to build 6GW 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 globally deployed $136 billion in 2024, accounting for 54% of global sovereign fund flows.

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

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