VISUAL CONTENT · Workflow idea

Explore a visual direction while keeping the final image in your hands.

For a creator with a clear purpose and rights to the material they provide, prepare an image from a written description and review the result before use. Generated visuals can misstate facts, resemble real people or protected work, or include details that were not requested. Avoid sensitive personal information in prompts, check the output for accuracy and suitability, and clearly identify synthetic imagery wherever viewers could mistake it for a real photograph or event.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
A creator has a visual brief to explore
Produces
A generated image draft with its brief and human review status attached.
Category
Content & marketing

01 / The starting point

A clear request.
A useful direction.

A written description, an approved use, and a person responsible for image review

“Explore an image concept without presenting generated details as real or cleared for publication.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Creates an image from a written description so a creator can review it as a visual concept or content draft.

  1. Set a clear brief and intended use

    Describe the image needed and where it may appear, without including unnecessary private information.

  2. Check rights and consent for references

    Use only material you are authorized to provide, and obtain permission for identifiable people or likenesses.

  3. Review the generated image carefully

    Check visible details, text, context, and possible inaccuracies or unintended representations.

  4. Decide whether a synthetic-content notice is needed

    Make the image’s generated nature clear when viewers could mistake it for documentary evidence.

  5. Approve before sharing or publishing

    Have the responsible creator confirm the final image, audience, and permitted use.

03 / The result

Something useful.
Something to build on.

A generated image draft with its brief and human review status attached.

AmbactiWorkflow folio · 5 steps

Create image drafts from a written brief

Content & marketing · Example outcome

The handoff

A generated image draft with its brief and human review status attached.

Keep in mind

Generated images may add, omit, or distort details and may resemble people or protected material. Check each image for accuracy, rights, and audience suitability; disclose synthetic content when needed, and do not publish it without an authorized person’s approval.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Explain how prompts and images are handled

Tell users what may be processed by an external service and how long inputs or results may be retained.

Set prompt, rights, and consent boundaries

Prohibit unapproved personal data and define what source material may be used.

Choose review and disclosure standards

Set checks for factual accuracy, audience suitability, and clear synthetic-media labeling.

Keep release decisions with a person

Require an authorized creator to approve the exact image and destination before publication.

Keep exploring

Review image-based social copy

Prepare caption and accessibility-text options for cleared images and keep public links and posting under review.

Put your next idea to work.

Start with your brief. Make the process your own.

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