Google Its River Rouge Strategy: Wizards at One End, AI Domination Out the Other
August 11, 2026
Another dinobaby post. No AI unless it is an image. This dinobaby is not Grandma Moses, just Grandpa Arnold.
Google thinks big. It is big. In order to produce big money, it has to do big things. Therefore, target other big outfits, suck their customers, and become bigger. It worked in online advertising, and, by golly, Mother Google thinks it will work for AI. Henry Ford figured it out. Iron ore goes in one end and square motor cars come out the other. Big time blue chip consultants know about the first Ford card rolling off the vertically integrated production line on October 1, 1908. Flash forward to 2026, and we have information that Google is channeling River Rouge.
Thanks, Midjourney. Good enough Henry and his leadership team.
A representative write up about Google’s march to River Rouge-ism is “Google Plans to Produce Up to 15 Million AI Chips by 2028, Rivaling Nvidia’s Total Accelerator Volume.” The write up states:
Google plans to deploy between 12 million and 15 million ninth-generation TPUs by 2028.
Is that a meaningful number of TPU 9s? Sure it is. The Techspot article states:
If those numbers hold, Google’s output would be in the same range as Nvidia’s projected shipments…. That would mark a notable shift, with a single cloud provider producing a volume of AI accelerators comparable to the leading merchant chip supplier.
Plans can change. But just for fun, let’s assume that Google is building a 2026 version of Henry Ford’s revolutionary vertically integrated manufacturing system.
The inputs are the people who “develop” products and services. The metal is the people who click because Google is everywhere online. The paint is the smart software that makes a user look shiny and very, very bright most of the time. And the car is the software and services on an Android platform.
I admit I am probably omitting big chunks of the Google River Rouge, but the main points are close enough for horse shoes just like the outputs from Google’s smart software.
Why is the Google building its Ford-inspired info factory?
Here are my answers to this speculative question:
- Google wants to win. That includes taking Microsoft’s commercial and government business. It requires neutralizing other AI outfits except maybe Alibaba’s because Google is a partner and has designs on the global payment plumbing. It is crucial to the manifest destiny of the Google. Sergey’s back at work; Larry is sending emails. Proving Google is Googley is, indeed, a big deal.
- Google wants control. As the smartest company in the world, it cannot exist unless it has control. Whether it is the “Senator, thank you for that question” method or the reality of taking clicks from its own ad customers, Google has to be in charge; otherwise, the leadership will have failed the achievements their moms and dads expected of these Googlers.
- Google wants money. Henry did not sell cars for fun. Henry sold cars to make money and fend off accusations that he was [a] possibly semi-wonky, [b] interested in alternative political systems, and [c] he wanted people to drive black cars because choice is not important.
The big question is, “Can Google pull this vertical AI play off?” In the absence of meaningful regulation and the continuing flow of online advertising revenue, sure. There are pesky competitors. There may be questions about the ANT Financial deal. There may be staff grumbling. There may be a need to borrow and float bonds to pay for this digital River Rouge.
But it is the Google only if the money is there.
Stephen E Arnold, August 11, 2026
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