SOCIAL MEDIA
Background-removal quality gate with manual review routing
Processes new Dropbox product shots through Replicate background removal, scores each cutout's quality, auto-publishes clean variants to platforms.
How it runs
The automated pipeline, trigger to output.
- TriggerNew product photo in DropboxDropbox
- ActionRemove background and score cutout via ReplicateReplicate
- LogicBranch on quality score vs threshold
- ActionPublish clean carousel variants to platformsSocial publishing
- OutputRoute low-confidence cutouts to Notion review queueNotion
What it does
Adds a quality gate to background removal so only clean cutouts go live. Each new Dropbox photo is run through Replicate, and the resulting cutout is scored for edge cleanliness and transparency coverage. High-confidence results are cropped into carousel variants and published to your social platforms automatically. Low-confidence results are sent to a Notion review queue with the original and the attempted cutout side by side so a designer can intervene.
When to use it
Use it when background removal usually works but occasionally mangles tricky products (hair, glass, fine straps) and you can't risk a bad cutout going live. Best for brands where image quality is non-negotiable but volume is too high for full manual review.
How it works
- 1A new Dropbox product photo triggers the run.
- 2Replicate removes the background and the workflow scores the cutout quality.
- 3A branch checks the score against your threshold.
- 4Clean cutouts are cropped into carousel variants and published to the platforms.
- 5Low-confidence cutouts create a Notion review-queue entry with original and attempt attached.
Set it up
What you configure once, before turning it on.
- 1Connect DropboxFiles and folders.
- 2Connect ReplicateImage, video, and model inference.
- 3Connect Social publishingCross-post to X, LinkedIn, Instagram, TikTok, and 4 more in one call.
- 4Connect NotionPages, databases, comments.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.