CONTENT CREATION

Turn Dropbox product cutouts into AI lifestyle scenes for ad creative

Removes the background on each Dropbox product photo, generates branded lifestyle backdrop scenes with the cutout composited.

CategoryContent Creation
Enginesim
Difficultyadvanced
Triggerevent
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerNew product photo in DropboxDropboxDropbox
  • ActionRemove background via ReplicateReplicateReplicate
  • ActionGenerate branded lifestyle scenesImage generation
  • ActionComposite product into each scene
  • ActionUpload ad-ready scenes to R2CloudflareCloudflare R2
  • OutputPost preview gallery to DiscordDiscordDiscord

What it does

Goes beyond a plain cutout to produce finished marketing creative. After Replicate isolates the product, the workflow generates several on-brand lifestyle backgrounds, composites the product into each scene, and ships the batch to R2 while pinging the creative team in Discord with previews.

When to use it

Use it when you need scroll-stopping ad visuals fast and don't want to book a styled photo shoot for every product. Great for testing multiple background concepts per SKU before a campaign, with a human team reviewing the generated set in Discord.

How it works

  1. 1A new Dropbox product photo triggers the run.
  2. 2Replicate removes the background to get a clean transparent product.
  3. 3A generation step creates several branded lifestyle backdrop scenes from prompt presets.
  4. 4The product cutout is composited into each scene at a consistent placement and scale.
  5. 5The finished scenes upload to R2, and a Discord message posts the preview gallery and links for the creative team to pick winners.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect DropboxFiles and folders.
  2. 2
    Connect ReplicateImage, video, and model inference.
  3. 3
    Connect Image generationManaged Nano Banana image renders, metered per image.
  4. 4
    Connect Cloudflare R2Object storage, S3-compatible.
  5. 5
    Connect DiscordCommunity channels + voice + bots.
  6. 6
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  7. 7
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  8. 8
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.