Editorial · Agent 4 of 6
Your editorial DNA.
Cloned.
Editorial learns how your publication thinks — voice, stance, audience, recurring perspectives — and applies it to everything A47 produces. Not a brand voice tool. A masthead in code.
What brand voice tools miss
Voice is the smallest dimension.
“Brand voice” tools learn your tone and your vocabulary. That’s the easy part. They miss the four things that actually distinguish a publication from a tool generating content with that publication’s name on it:
Stance
How does your masthead read a story? Adversarial? Explanatory? Skeptical? Optimistic about technology, pessimistic about institutions?
Audience
Who is the reader? An executive in Dubai? A retail investor in Mumbai? A trade buyer in Lagos? Stories are written for them, not at them.
Frame
What's the lens you cover the world through? Geopolitics first? Capital markets first? Consumer first?
Recurring perspectives
Your masthead has positions on recurring topics — crypto, AI safety, monetary policy, the local opposition. Editorial learns and applies them.
How Editorial is built
Three weeks of training. One masthead in code.
- 01
Archive ingestion
18–24 months of your published archive: articles, podcasts, social. The full corpus.
- 02
Stylebook ingestion
Your house style guide, editorial standards, do-not-use lists, preferred sourcing conventions. Treated as constraints, not suggestions.
- 03
Editor calibration
Your editor reviews 50–100 generated samples, flags what’s off. Editorial updates against the corrections. Iteration runs until your editor approves a clean batch.
From there, Editorial compounds. Every published story, every editor edit, every reader signal feeds back into the model. The longer you run on A47, the more like you we sound.
Multiple voices
One publication. Many bylines.
Most publishers have a house voice and several distinctive reporter voices. Editorial stores all of them. Your house voice runs by default. Your senior columnists keep their voices when their bylines run. We can clone individual reporters if you want their cadence preserved.
Multilingual
English. Arabic. Urdu. The same Editorial, four languages.
Built in Dubai, engineered in Kuala Lumpur, designed for publishers who write across languages. Editorial preserves your editorial standpoint when stories cross-translate — so the Arabic version reads like your masthead, not like a translation.
What Editorial replaces
Three roles, fluent on day one.
Style desk
Continuous enforcement of your house style across every byline and channel.
Senior editor review
Stance and tone consistency that today only your most senior editors can guarantee.
New-hire training
Onboarding a reporter to your editorial DNA takes 6–12 months. Editorial is fluent on day one.
The full stack
The other five agents.

Pulse
Monitors 400+ sources continuously. Surfaces what matters to your masthead.
Read about Pulse
Verify
Multi-source verification baked in at the platform layer. Defends against AI hallucination before generation, not after.
Read about Verify
Canvas
Researches, frames, and writes the story in your editorial voice.
Read about Canvas
Editorial
Your masthead's editorial DNA — voice, stance, audience, regional context. Cloned.

Studio
One source. Every format. Article, video, podcast, carousel, newsletter, alert.
Read about Studio
Press
Publishes everywhere correctly formatted, on schedule.
Read about Press