On-Brand Background Replacement at Scale (Ads & PDPs)

Background systems should feel art-directed, not pasted. Modern editors let you standardize horizon, depth of field, and shadow direction across an entire catalog—directly from natural-language edits.

Workflow

1. Lock subject mask and define horizon height.
2. Pick background families (studio, lifestyle, seasonal) with brand palettes.
3. Match light direction/temperature/softness; enable contact shadows.
4. QA margins and clear space for ad copy or PDP requirements.
5. Export with presets (Meta, Google, Amazon) and archive the template.

Photoreal QA for Composites

• Edges clean (no halos); reflection strength consistent with surface.
• Depth of field matches subject size and focal length.
• Color temperature aligned between subject and background.
• Horizon line consistent across variants and SKUs.
• Noise/grain profile unified; avoid plastic smoothing.