Innov8 Insight · No. 05 of 12

Everyone wants someone who has built an AI factory

Almost no one has. So who do you actually hire?

22 September 2026

Innov8 Insight. Everyone wants someone who has built an AI factory.

Everyone wants someone who has already built an AI factory.

Here's the problem.

Look at how few are actually running at scale today.

Most of the gigawatt-class builds everyone is talking about are 2027 and 2028 go-lives, not live sites.

So the number of people who have genuinely delivered one, end to end, at scale, is a rounding error.

That's not a talent pool. It's a unicorn hunt.

And unicorns are priced like unicorns, if you can find one at all.

So the real choice isn't "someone who has built an AI factory" versus nothing.

It's this:

hold out for the handful who have,

or hire someone who has delivered the hard part underneath it, power, cooling, network, cabling, commissioning, coordination across many parties, and who will get up the AI-specific curve fast.

Because the build problem hasn't changed as much as the marketing suggests.

The AI factory is the old discipline pointed at a new problem.

The experience you're chasing already exists.

It's just not labelled the way the job ad wants it... or the ATS's filter and match.

Written from inside the work. The take is mine; the agent gathers, I judge.

More insights

9 September 2026

I haven't delivered an AI factory

Almost nobody has. And that's the point.

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10 September 2026

Is the infrastructure keeping up?

The models race ahead. Can the build keep pace?

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15 September 2026

Nobody thinks infrastructure is sexy

Neither do I. It's still where AI actually runs.

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