Topic
AI + Operations
AI is an operating shift. Most companies are absorbing it without noticing. The structural changes show up in who asks whom for what, which meetings still carry a decision, which layers of the org chart quietly thin out. That's where the actual change happens, and the writing about AI at work rarely gets there.
Start here
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What AI does to an executive’s read on their own company
Executives stay in touch with their companies by doing the first pass on raw signal themselves. When the model does that pass, the read goes stale faster than anyone notices.
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AI reorganizes before the org chart does
AI redraws the working chart before anyone redraws the formal one. Leadership notices last.
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How AI changes the traffic of questions inside a company
Senior people used to stay in touch with the business through a running traffic of small questions, and the traffic is quietly moving into models.
Sub-threads
All memos
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Before you buy AI services, ask what operating layer you’re handing over
Two leading AI vendors moved into the enterprise services layer in May. The procurement question for operators is now which parts of the operating fabric are worth handing to a vendor backed services entity.
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What boards should ask after the UAE’s agentic government bet
The UAE just moved the benchmark on delegation, and most board packs still can't show what their company has already authorized machines to do.
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How to actually start
Don't try to automate the company at once. Pick one of the five workflows, build it, and hold the four lines.
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Why useful AI workflows get clogged
A reader who has built two or three of the workflows in this series will recognize their own day in this essay. Five workflows is one operator. A company is a different problem.
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Before you approve the AI tool, red-team the operating assumptions
A red-team workflow for executives reviewing AI vendor pitches and internal AI initiatives. The workflow compresses reading time. The decision is always the executive's.
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Turning messy updates into a weekly operating review
A weekly operating review draft that compresses three hours of synthesis into fifteen minutes of editing. Same questions, every week, in the shape your leadership group already reads.
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Reducing bookkeeping typing without removing review
A weekly intake assistant that turns a pile of receipts and supplier invoices into a structured intake sheet your accountant opens on Wednesday. The workflow drafts; the accountant posts.
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The inbox is an operating surface
A daily review queue for an owner-operator running their business across three or four channels at once. Drafts replies, classifies messages, and waits for a person before anything ships.
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Building a competitor brief workflow for a Dubai agency
A weekly competitor brief that lands in your drive every Friday morning, built from public sources and reviewed by a strategist before anything ships.
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From Prompt to Operating System
An operator-led series on useful AI workflows, and the operating problem they reveal at scale. Five tutorials and a capstone, written for founders, COOs, and owner-operators.
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Your AI Council Is Not an Operating System
The committee can govern AI. It cannot operate the work.
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What AI does to an executive’s read on their own company
Executives stay in touch with their companies by doing the first pass on raw signal themselves. When the model does that pass, the read goes stale faster than anyone notices.
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Board oversight of AI adoption
Most boards ask 'what's our AI strategy' and think the topic is handled. It's the wrong question, and the right one is harder.
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Most ‘AI readiness’ work is information reachability work
The block for most companies is that their own information isn't reachable, even by themselves.
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The Arabic operators I know still default to English tools
English tools integrate better with the surrounding work, which is already in English.