Demos

Smart Crop Demo

Test how source images adapt to fixed template frames without hiding important content.

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Smart Crop Demo workflow

Smart Crop Demo is set up for teams that need repeatable, template-driven output instead of one-off manual design work.

  • Connect smart image cropping to uploaded assets, approved templates, and API-safe render jobs.
  • Keep all remote image dependencies blocked so production renders use controlled assets only.
  • Use idempotency keys when the same request can be retried by an automation tool.

What this page covers

Test how source images adapt to fixed template frames without hiding important content.

  • Use object-fit settings intentionally for each layer.
  • Preview edge cases before scaling a template.
  • Keep crop behavior deterministic for repeat renders.

Production checklist

Before using this workflow in a campaign, validate the template, expected dimensions, asset ownership, and output access path.

  • Render the same payload three times and compare output hashes for deterministic behavior.
  • Confirm local fonts are present in the approved whitelist before launch.
  • Monitor completed and failed jobs from the logs page during rollout.