Human-Led AI Workflow Design

Use AI to remove repetition, not responsibility.

AI removes friction, not meaning. We design workflows where AI prepares and systems move, while people keep the creative intent, the commercial risk and the client relationship.

  • Built into the Backbone™
  • Human decides
  • Tool-agnostic

Who does what

Clear lines of responsibility.

  1. 01

    Human decides

    Creative intent, commercial risk, cultural judgement, client relationship, final approval.

  2. 02

    AI prepares

    Research synthesis, comparable-project retrieval, draft estimates, feedback grouping, project summaries.

  3. 03

    System moves

    Notifications, approved data transfer, status updates, task routing, file organisation.

  4. 04

    Team owns

    Prompt libraries and workflows documented so they stay in the studio.

Where it helps

Practical places to start.

  1. 01

    Proposal preparation

    Faster research and first drafts, reviewed by the people who pitch.

  2. 02

    Estimation

    Past projects retrieved to ground new estimates in real data.

  3. 03

    Feedback rounds

    Client comments grouped and summarised before the team responds.

  4. 04

    Project learning

    Post-mortems captured and searchable for the next project.