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Case study · @theaimemo

The AI business thatruns itself.

Before I asked any client to trust AI with their operations, I built a whole business that runs on it — and it's been running daily since.

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A content business where AI does the work.

@theaimemo is an AI-and-business media page whose entire production line — finding ideas, drafting posts, quality-checking them, and publishing — is an autonomous pipeline I engineered. It isn't a demo or a weekend experiment: it's a working system with its own quality evals, running on real infrastructure, shipping real content to a real audience every day.

It exists for one reason besides itself: to prove, with something you can watch running, that I can make AI genuinely operate a business process end to end — the same claim I make about automating yours.

Scout → Draft → Judge → Publish.

1

Scout

A scanner watches a roster of AI and business sources around the clock and surfaces the moments worth talking about — no human browsing required.

2

Draft

The engine turns each find into a finished piece of content: framing, caption, and edit, produced by AI against a house style.

3

Judge

Before anything ships, a panel of AI judges scores every draft against a quality bar — hook, clarity, accuracy. Weak drafts die here, automatically.

4

Publish

What survives gets scheduled and posted. My role is approval and steering — about an hour a day, total.

Honest numbers, not vanity metrics.

~1 hour a day

The total human time it takes to run — approval and steering. The system does the rest.

Every post evaluated

An automated judge panel scores each draft against a quality bar before it can ship. Slop dies in review.

Built from zero

Audience grown organically from nothing — no ads, no bought followers. Small and real beats big and fake.

Screenshots of the live pipeline and page are being added — everything on this page describes the system as it actually runs.

If AI can run a media business, it can run your busywork.

The pipeline behind @theaimemo — sources in, AI processing, quality gate, output shipped — is the same shape as the work eating your week: leads in, follow-ups drafted, checked, sent. Intake in, records updated, confirmations out. The tools change; the engineering discipline doesn't. This is that discipline, demonstrated in public.

Want this level of automation?

Book a free 20-minute call. I'll show you what an autonomous pipeline could take off your plate.

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