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AI for Media & Content.

Your best editors writing briefs instead of editing. New writers taking six weeks to sound like you. SEO a different roadmap from house voice. We build the editorial pipeline that keeps the voice and removes the ceiling.

AudienceEditorial houses, agencies, publishers, newsrooms
Revenue range$8M, $50M
Common systems5 categories
Recent evidenceEditorial house 11×'d long-form output without...
I · What we see

"Editorial, agencies, publishers running against the wall of team capacity."

Your best editors writing briefs instead of editing. New writers taking six weeks to sound like you. SEO a different roadmap from house voice. We build the editorial pipeline that keeps the voice and removes the ceiling.

The pattern is consistent enough across the firms we work with that we usually know the shape of the fix before the diagnosis call ends. Below, the three symptoms we hear most, and how we approach them.

II · Three Symptoms

What we hear before the call.

Pattern recognition · not generalism

These three show up in eight of ten diagnosis calls in this industry. If you recognize two, we're almost certainly a good fit.

01Your best editors don't edit anymore.They write briefs, source freelancers, chase edits, format CMS entries. We pull all of it off their plates and give them back the thing they were hired for: craft.Symptom 1Of three
02Every new writer takes six weeks to sound like you.The house voice is a taste, and taste doesn't scale through onboarding docs. We turn your archive into a fine-tune. New writers land sounding right on week one.Symptom 2Of three
03Repurposing is really rewriting.One long-form piece should become six assets. Instead it becomes one, because rewriting for each channel is slow. We do it automatically, in voice, at the moment of publish.Symptom 3Of three
III · What we'd build

Systems that fit this industry.

Drawn from real engagements

These five systems are the ones we most commonly commission for firms in this category. Your specifics will differ, these are the shapes.

I.

House-voice drafting & brief-to-publish pipelines

II.

Editor-in-the-loop quality gates

III.

Repurposing across channels (long-form → social, newsletter, audio)

IV.

SEO-aware structure without SEO slop

V.

Research-assisted drafting for fact-heavy work

Evidence · recent work

Editorial house 11×'d long-form output without hiring a single new writer.

Read the case
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No pitch. No fee. A written map of the two line items bleeding your business.