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Research · Small team

Revision rounds per document fell from 8 to 3.

A small research team’s documents read differently depending on who wrote them. Now one drafting agent writes in the house language, and the project lead approves every draft.

Result

Revision rounds per document

Before
8 rounds
After
3 rounds

Average over 12 documents in the first 3 months after go-live.

Industry
Research
Team
Small team
Package
Operate
Layers built
DNABrainAgents

01 · Starting point

Where they started

Documents came out with different wording and structure depending on who wrote them. Researchers and the project lead spent their time bringing reports, proposals, client deliverables and methodology notes into line. Rework cost each researcher about a day a month. The agreed baseline: 8 revision rounds per document, and 2 weeks per report.

02 · What we built

Layer by layer

  • DNAThe team’s house language written down, with clear rules on what not to write.
  • BrainExample papers collected as the reference for how documents should read and be structured.
  • AgentsOne drafting agent that writes in the house language and structure. The project lead approves every draft.

This case is relevant if:

  • Documents read differently depending on who wrote them.
  • Drafts go through round after round of review.
  • Your house style lives in a few people’s heads.

03 · Inside the system

One agent. One house voice.

  1. 01 · Writes

    Drafts reports, proposals, client deliverables and methodology notes in the house language and structure.

  2. 02 · Follows

    The written rules on what not to write, and the example papers as the model for structure.

  3. 03 · Waits

    Every draft goes to the project lead. Nothing leaves the team without their approval.

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