Vantcast — The Intelligence Edition
Sep 20, 2026 · 19 min · 10 segments
McKinsey's data shows 80% of organisations see individual productivity gains from AI but only 37% see measurable EBIT impact — the gap is the coordination tax. This week: why constraint architecture…
So I want you to imagine like hiring a Michelin star chef for your restaurant.
OK, I like where this is going.
Right.
So their knife skills are just a blur.
They're, you know, chopping onions, searing steaks, plating dishes at the speed of light.
The kitchen output is flawless.
Absolutely flawless.
But out in the dining room, the waiters are just constantly tripping over each other.
They're dropping those perfect plates before they ever reach the tables.
Yeah.
Arguing over who takes which order.
Right.
A total disaster.
Exactly.
And that massive chaotic gap between like individual brilliance and a complete systemic breakdown.
That is exactly what is happening across the business world right now with artificial intelligence.
Really.
We're basically watching these sky high A.I. ambitions collide at full speed with the gritty unglamorous reality of, well, enterprise plumbing.
Yeah, and the friction in that collision, it's coming from a really fundamental misunderstanding of the technology itself.
Well, we're moving out of the era of generative AI, you know, where a model simply drafts an email or summarizes a PDF for you.
All
the basic stuff.
Exactly.
The major shift here is autonomy.
So I want you to imagine like hiring a Michelin star chef for your restaurant.
OK, I like where this is going.
Right.
So their knife skills are just a blur.
They're, you know, chopping onions, searing steaks, plating dishes at the speed of light.
The kitchen output is flawless.
Absolutely flawless.
But out in the dining room, the waiters are just constantly tripping over each other.
They're dropping those perfect plates before they ever reach the tables.
Yeah.
Arguing over who takes which order.
Right.
A total disaster.
Exactly.
And that massive chaotic gap between like individual brilliance and a complete systemic breakdown.
That is exactly what is happening across the business world right now with artificial intelligence.
Really.
We're basically watching these sky high A.I. ambitions collide at full speed with the gritty unglamorous reality of, well, enterprise plumbing.
Yeah, and the friction in that collision, it's coming from a really fundamental misunderstanding of the technology itself.
Well, we're moving out of the era of generative AI, you know, where a model simply drafts an email or summarizes a PDF for you.
All
the basic stuff.
Exactly.
The major shift here is autonomy.
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