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Visual Agents

Visual Agents is Photoroom’s enterprise system for producing AI product images and videos that stay true to the real product. It combines the right AI models, edits and quality checks for each catalog in one managed loop. Only visuals that pass your quality bar reach your catalog.

How Visual Agents work

Every image or video runs through the same four steps:

  1. Analyze the input. Visual QA checks each visual against your criteria, so a studio shot and a poor seller photo get different treatment.

  2. Generate or edit. Create & Transform applies what the visual needs, from background removal and relighting to ghost mannequins and on-model images.

  3. Score the output. Fidelity Raters (models that check the output matches the real product) score each result against your threshold.

  4. Retry or escalate. Visual Fix retries failed outputs with new settings or a different model. Cases that need a judgment call go to a human reviewer.

You set the pass and fail criteria before launch, with your Solution Engineer.

Who Visual Agents are for

Visual Agents is enterprise only, built for three kinds of business:

  • Marketplaces: bring millions of seller uploads to one standard.

  • Retailers: keep thousands of products consistent without reshooting.

  • Brands: keep every image looking like it came from the same shoot.

Fidelity Raters are currently built for food and fashion. The other quality checks run on any catalog.

Learn more about Visual Agents →

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