I · The Pain
"A house editorial voice at 10× the output."
The symptoms we hear before the call.
- 01Your best editors write briefs instead of editing
- 02Every new writer takes 6 weeks to sound like the house
- 03You can't repurpose a feature for newsletter + social without rewriting it
- 04SEO content lives on a different roadmap than editorial voice
II · The Build
How we approach it.
Custom every time
Every engagement is scoped individually against your operation. The four phases below describe the shape. The specifics are yours.
01House voice model.We fine-tune and prompt against a curated corpus of your best work. The output sounds like you wrote it on a good day.Phase 1Of four
02Brief-to-draft pipeline.From topic or keyword to first draft, fact-checked, SEO-structured, and formatted for your CMS. Editor receives something worth editing.Phase 2Of four
03Repurposing layer.One long-form piece becomes the newsletter, the social thread, the internal brief, the customer-facing summary. Automatically, in house voice.Phase 3Of four
04Guardrails.Fact-check layers, citation requirements, tone thresholds, and human-in-the-loop gates wherever the work is load-bearing.Phase 4Of four
III · The Outcomes
Numbers we typically see.
Conservative benchmarks
Drawn from the last eighteen months of engagements in this category. Your mileage will vary with your baseline, your team, and your data, but the direction holds.
I.
4/wk → 24/wk
Drafts shipped per editor
II.
2 days → 35 min
Time brief-to-draft
III.
6 weeks → 3 days
New writer ramp
IV.
$340 → $42
Cost per piece
Typical for
Editorial, agencies, media, publishing · $8M, $50M
Timeline
4-8 weeks
Investment
$45,000, $90,000
Guarantee
Prototype before you pay
IV · Related
Other systems we commission.
Solutions index
Most engagements touch two of our five solution categories. If more than one of these sounds like you, say so on the diagnosis call, we'll tell you honestly where the leverage is.
01Revenue Ops AI.Inbound enrichment, routing, scoring, auto-drafted follow-ups, proposal assembly, and a sales leader dashboard that shows the state of every deal, without a Monday meeting.RevOps6-10 weeks02Workflow Automation.Onboarding flows, reconciliation, document extraction, cross-system sync, approval routing, and reporting.Automation4-8 weeks03Knowledge & RAG .Private assistants grounded in your documents, contracts, decks, and call recordings, with citations and permissions.Knowledge6-10 weeks04Bespoke AI .Predictive pricing, forecasting, novel agent workflows, internal copilots, audit systems, if it's a real business problem with a real budget, we scope it and build it.Custom8-14 weeks
Ready when you are
Book the 45-minute diagnosis.
No pitch. No fee. A written map of the two line items bleeding your business.