Series
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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From Prompt to Operating System
A lot of the conversation about AI in companies right now starts with the wrong word. The word is ‘agent’. An agent, in the way most people use it, is a piece of software that goes off and does a job for you, handles the steps in between, and comes back with the result. It […]
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Building a competitor brief workflow for a Dubai agency
What we’re building A weekly competitor brief that lands in your drive every Friday morning. It reads what your three to five closest rivals are doing in public, drops the raw material into a folder, and writes a one-page summary you can hand to a strategist or a client. The summary covers what changed since […]
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The inbox is an operating surface
What we’re building A daily review queue that takes everything an owner-operator received yesterday across Gmail, Outlook, WhatsApp exports, web form notifications, and forwarded internal requests, classifies each message into a small set of buckets, drafts a CRM note or a todo for the ones that need one, and stages a reply where the message […]
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Reducing bookkeeping typing without removing review
What we’re building A weekly intake assistant that turns the pile of receipts and supplier invoices a small UAE business accumulates into a structured intake sheet your accountant opens on the day they post. The assistant extracts the fields a UAE tax invoice has to carry (the words ‘tax invoice’, supplier name, supplier TRN, date, […]
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Turning messy updates into a weekly operating review
What we’re building A weekly operating review (WBR) that lands on the COO’s desk Tuesday morning, drafted from the messy updates the department leads sent on Monday. The draft is the COO’s editing surface, not the COO’s whole job. It compresses three hours of synthesis into fifteen minutes of editing, and it produces a single […]
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Before you approve the AI tool, red-team the operating assumptions
What we’re building A red-team workflow that takes any AI vendor proposal or internal AI initiative, reads the deck and the email thread and the demo notes, and writes a one-page red-team note for the executive who has to decide whether to take the next meeting or fund the next phase. The note has four […]
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Why useful AI workflows get clogged
Five workflows. A competitor brief on Friday morning. A daily inbox queue you work twice and then once. A weekly bookkeeping intake your accountant opens on Wednesday. A WBR draft your COO edits on Tuesday. A red-team note before every vendor meeting. Built well, each can justify the time spent on it within the first […]
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How to actually start
Pick one of the five. Not all five. One. The one whose pain you feel most clearly today. If the inbox is your daily cost, build the inbox router. If Friday afternoon is the one you keep losing to competitor research, build the brief. The third option is the bookkeeping intake, which is the one […]