Transparent workflow examples

AI image workflow examples

Practical playbooks for common creative tasks. These are illustrative workflows—not customer testimonials, audited case studies or promises of business results.

Last reviewed August 1, 2026

How to use this page: start with the input checklist, test a small number of outputs and apply the stated review criteria before putting any generated asset into production.

01

Store owners and catalog teams

Ecommerce product scene

Turn an approved product cutout into consistent lifestyle or campaign concepts without changing the product identity.

Suggested model

Seedream 4.5 Edit or Flux Kontext

Input checklist

A clean product photo, brand palette, target channel and reference composition.

Review target

The product remains recognizable and the final crop fits the target marketplace or ad placement.

Workflow

  1. 1Upload the approved product image.
  2. 2Describe the scene, lighting and camera angle.
  3. 3Generate a small set of variations.
  4. 4Check product shape, labels and color before publishing.
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02

Performance marketers and creative teams

Paid social campaign concept

Explore several campaign directions from one offer before a designer prepares the final production asset.

Suggested model

GPT Image 2 or Nano Banana Pro

Input checklist

Offer, audience, channel, visual hierarchy, brand colors and any mandatory text.

Review target

A reviewer can understand the offer at a glance and the concept leaves room for final copy and legal review.

Workflow

  1. 1Write one clear campaign brief.
  2. 2Generate distinct composition directions.
  3. 3Shortlist on message clarity and brand fit.
  4. 4Rebuild or retouch the selected direction for release.
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03

Individuals preparing document photos

Professional ID photo

Create a clean, conventional ID-photo layout from a clear front-facing portrait.

Suggested model

Seedream 4.5 Edit

Input checklist

A well-lit portrait with unobstructed facial features.

Review target

Identity is preserved, the background is even and the export matches the selected crop. Acceptance is determined by the receiving authority.

Workflow

  1. 1Upload a clear front-facing photo.
  2. 2Choose size, background and outfit.
  3. 3Generate the paid result.
  4. 4Verify the latest requirements of the receiving authority.
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04

Product founders and design teams

App interface concept

Turn a product brief into a visual direction for discussion before production UI design begins.

Suggested model

GPT Image 2 or Nano Banana Pro

Input checklist

Platform, screen purpose, users, primary action, content hierarchy and optional references.

Review target

The concept communicates hierarchy and product intent; it is treated as a visual reference, not production-ready code.

Workflow

  1. 1Define the single screen and user goal.
  2. 2Specify hierarchy and key components.
  3. 3Generate a few visual directions.
  4. 4Translate the selected direction into accessible production components.
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Shared production rule

AI output still needs a human review

Check identity, product accuracy, trademarks, small text, hands and local document requirements. Keep the original source asset and compare it with the generated result before publishing.

No invented performance claims
No fictional testimonials
Clear input and review criteria
Direct links to working tools

Choose a workflow and test it with one clear brief

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