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Your visual instruction specialist team

Request a focused revision using a room visual and an annotated copy in this AI workflow, so client feedback becomes a specific change you can review.

Explore the visual instruction workflowExplore the sample preview

In short

What does the visual instruction team do?

The short answer, before the workflow detail.

Visual Instruction takes a current visual and your words or markup, and returns a focused revision. Say what should change and what should stay, then review both the requested change and the surrounding image.

How the agent works

How does the visual instruction team work?

This illustrated AI workflow uses your annotations and references to guide a focused visual revision. The images illustrate the approach; they are not documented Studio results.

  1. Step 01

    Bring the clean image and your markup

    Start with the clean room image and an annotated copy — labels, drawn regions, arrows, comments, and any reference images attached to the changes you want made.

    A clean living room image and marked-up copy with reference swatches for requested edits.
  2. Step 02

    Develop the visual direction

    Use labels, regions and arrows to show what you want changed, and keep the clean image alongside the annotated brief.

    • Creative director sets the purpose and priorities of the revision.
    • Markup specialist interprets the marked areas, instructions and references.
    • Visual artist develops a revised visual from the brief.
    • Quality reviewer compares the requested edit and surrounding scene for your review.
    A four-specialist workflow applying marked-up room edits into a clean revised visual
  3. Step 03

    Review the result

    Review the complete result, including areas you did not mark; an annotation does not ensure everything else stays unchanged. Good enough to show a client, decide a direction, and choose between options; not accurate enough to approve a finish, match a colour, or build from.

    A clean revised living room visual with only the marked sofa, rug, and pendant edits applied.
What value it brings

What does it change in the client conversation?

Turn a general reaction into a revision you can review.

Point to the change

Without the team
A comment such as change that can leave the intended area unclear.
With the team
Mark the area and attach the instruction to give the revision a clear starting point.

Keep references together

Without the team
A product image sent separately can become detached from the requested change.
With the team
Include the reference with the annotated brief so you can compare the result.

Review the request

Without the team
A revised image needs checking against what the client actually asked for.
With the team
Compare the result with the marked instruction before sharing it.

Check the surrounding room

Without the team
A focused request can still lead to changes elsewhere in a generated image.
With the team
Review the full scene beside the original, then decide whether another revision is needed.
Interactive preview

Explore the sample preview.

Select an image to explore the interface.

This preview displays a fixed sample. It does not process your image or run an agent.

Your scene

This reference illustrates the task. Selecting your own image changes the preview input, not the sample result.

Sample result

Sample result will appear here

Ready when you are.

Questions

What people ask about the visual instruction team.

The questions that decide whether this fits the way you already work.

What do you need to provide?

The clean room image and an annotated copy — labels, drawn regions, arrows and comments — plus any reference images attached to the changes you want. Naming what must stay unchanged is as important as naming what should move, because the review afterwards checks both. Supported inputs need confirmation before a demo.

Will the rest of the image stay exactly the same?

Not guaranteed. Areas you did not mark can still change, and an instruction may not be carried out exactly.

How is this different from an inpainting tool?

Inpainting edits the region you mask. This is a workflow with four specialist roles that reads your instruction against the whole scene, makes the change in context, then returns it for your comparison. The illustrations explain the intended workflow, not verified staffing.

Reviewed by Son Dang, Founder. Published . Updated .

Your next visualVisual Instruction

Make your next revision a clear request.

Have a visual that needs a specific change? Request a Visual Instruction demo to explore how a focused request could support your next client review.

Demo enquiries open your email app.