Research-backed · Agentic · Real-time

trained on your writing, not generic prompts

AI that writesexactly like you every time.

Compno's AI agents learn how you write — your tone, rhythm, structure, vocabulary. Then they draft, review, and refine at any scale. Not a template. A derived model of your identity on paper.

2+ docs

or links to infer style

4 agents

working in concert

drafts in your style

Executive Memo

Before

The Q3 numbers look promising. We hit most targets.

In Your Style

Q3 results reflect disciplined execution across all priority verticals, with strong adherence to our stated targets.

WriterStyle Guardianlive
Style AdoptionMulti-Agent DraftingCRDT CollaborationTranscript IngestionStyle InferenceOrg-Level Style ProfilesReal-Time Cursor PresenceGoogle Docs SyncMeeting IntelligenceStyle VersioningStyle AdoptionMulti-Agent DraftingCRDT CollaborationTranscript IngestionStyle InferenceOrg-Level Style ProfilesReal-Time Cursor PresenceGoogle Docs SyncMeeting IntelligenceStyle Versioning
01 — Style Adoption

AI that writes
in your style
— not its.

Most AI writing tools treat style as a dropdown. We treat it as a derived artifact — inferred from your existing docs, links, and notes. Sentence rhythm, formality, lexical density, structural patterns. A model of how you write on paper.

Start with 2+ docs, links, or notes. Compno extracts a stable writing profile — organization-wide or per-author — and teaches its agents to match it exactly on every output.

How style inference works →

annotated from real sources

Style Profile — Acme Corp✓ Inferred from 2+ sources
Avg sentence length22 words
Formality score0.84
Passive voice11%
Lexical density0.61
Preferred connectiveshowever / thus
02 — Multi-Agent Collaboration

Not one agent.
A whole team —
in sync.

Compno runs a coordinated crew: Researcher pulling from your connected sources, Writer drafting in your style, Reviewer checking consistency, and a Style Guardian making sure every sentence belongs. All live, on the same document.

Researcher

Pulls from connected sources

Writer

Drafts in your writing style

Reviewer

Checks consistency

Style Guardian

Enforces your style DNA

03 — Connectors

Every source.
One document.

Agents don't invent — they synthesize from everywhere you already work.

G

Google Docs

Import & live-sync documents

D

Debrieffeatured

Meeting transcripts → insights

Google Drive

Bulk style corpus ingestion

Upload

PDF, DOCX, plain text

{ }

Custom API

Proprietary data sources

04 — Live Workflows

What Compno looks like in motion.

Not static feature boxes. These are the live loops: source material streaming in, meetings turning into drafts, agents revising in place, and style changing the document as it is written.

Researcher Artifacts

Multiple source docs stream into the writer's working draft.

Google Doc

Board Memo

Google Doc

Voice Notes

Google Doc

Policy Draft

C

Working Draft

Q3 Narrative.docx

Writer View

Operating Update

Writer

Debrief Pipeline

Meeting videos become transcripts, actions, and a draft in motion.

meeting video

Customer call

meeting video

Board prep

meeting video

Sprint review

Debrief

ingests

Transcript
Actions
Decisions

Debrief Export

Drafting Executive Memo

synced
TranscriptActions
Writer

Review Loop

Writer drafts. Style Guardian edits. Human stays in control.

Draft in Progress

Writer
Style Guardian

Decision

Approve style edit
Reject + restore

Human checkpoint

Every revision stays visible before it lands.

Style Switching

One draft, many voices, reflected live in the document itself.

IEEE

live

Memo

live

Screenplay

live

Founder

live

Active Style

IEEE

morphing

Abstract

IEEE Research Note

This document evaluates style-conditioned drafting under constrained corpora and reports strong retention of structural voice markers.

Writer
Research Focus ✦ 2025–2026

field notes from the style layer

We're building the style layer
of AI.

Most AI writing tools treat style as a parameter — a dropdown, a slider. We treat it as a derived artifact: something to be inferred, not configured. Our research explores how neural agents can extract stable stylistic representations from as few as 5–10 documents, then apply them generatively.

We study this from both organizational and individual axes — how company comms evolve, how executive writing patterns transfer, how style diverges under pressure. The goal: make every AI-written word indistinguishable from the team that commissioned it.

“Style isn't decoration. It's identity. And identity should be yours.”

What's coming

01

Style Versioning

Track how your org's writing evolves over time

02

Cross-Language Transfer

Same writing style, any language

03

Real-Time Style Coaching

Live feedback as humans write

04

Style API

Embed your org's writing style into any LLM call

Start writing
in your style.

Apply for early access — we're onboarding research teams and forward-thinking organizations now.

Request Early Access

Backed by research. Built for teams.

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