Background removal, multi-platform sizing, optional watermark and shadow. The Agent processes the batch in an isolated sandbox and writes the outputs to your Drive in a per-SKU folder tree — Amazon main / variants, Tmall A+ banners, Shopee thumbs, Instagram crops, all named to the platform spec.
Each platform has its own size, fill ratio, and background rule. The sandbox enforces them — the upload reviewer never sees a violation.
Output mirrors what Amazon Seller Central, Tmall Merchant Center, and Shopify product import expect. Hand the tree to your VA — they upload without renaming a single file.
A zip with multiple SKU folders works best. JPG, PNG, HEIC, WebP — the Agent ingests them as-is. If a photo is misnamed or rotated wrong, it gets flagged in the batch report instead of silently slipping through.
Amazon + Tmall main + variants? A full social-media pack? Lifestyle scenes for an IG campaign? Each preset has its own size / background / shadow rules — the Agent enforces them so platform reviewers do not bounce your upload.
The output lands in your Drive at /product-photos/{batch}/{sku}/{platform}/{file}. A batch report sits at the top — flagged photos, skipped SKUs, total cuts per platform, and total processing time per SKU.
Most batch tools wrap one background-removal API. Here the Agent runs rembg locally in the sandbox, can swap to a generative model when the silhouette is hard (glass, fur, jewelry), and lets you say in chat "redo SKU-A41 with the model that handles transparency better". You watch the swap happen in the transcript.
The output mirrors what Amazon Seller Central, Tmall Merchant Center, and Shopify product import CSVs expect. Hand the Drive tree to your VA — they upload without renaming a single file.
Once you mention the brand backgrounds once ("warm beige is #F5EFE0"), the Agent saves it to your workspace and every future batch uses the same hexes. No more "the new VA used the wrong beige" surprise during a campaign launch.
If a product cutout has a low-confidence mask (chewed-up silhouette), or a photo is rotated wrong, or a SKU folder has fewer angles than its peers, the batch report flags it. You don't discover it three days later from a customer complaint.
Yes. Tell the Agent in chat once ("our beige is #F5EFE0, shadow is 12px soft, 0.4 opacity, offset 0/6") and it saves that to your workspace. Every future batch reuses the same values automatically. If you switch brand identity, change it once and the next batch flips accordingly.
Sign in, hand it over to the Agent — the finished file lands in your Drive.