Precision masking for product and portrait photographers

The moment happens after a shoot: a photographer has 200 product or portrait images that need clean background removal, and every automated tool they try leaves jagged edges around hair, fur trim, or intricate jewelry. They either spend hours manually refining in Select and Mask, or pay a retouching service per image. Neither option scales.

The gap persists because the major editors are general-purpose tools — their selection quality is a footnote in a product with hundreds of features, and the team responsible for it is always balancing demands from video, 3D, and print workflows. The user who actually suffers is a freelance photographer or a small e-commerce team, not a loud enterprise account, so complaints don't move roadmaps fast enough.

What users specifically describe is not just low accuracy but unpredictability: 'the magnetic lasso is inconsistent, sometimes grabbing all the edges and other times not cooperating.' That randomness is what kills professional workflows — if you can't trust a tool, you can't batch with it. Current tools also force users to restart from scratch when the tool fails: 'you are forced to start over if they don't work exactly right.' There's no incremental correction layer.

This is a business and not a feature because the need recurs with every shoot. A product photographer shooting 50 SKUs a week needs reliable masking every single week. The cost of the current situation is either billable hours lost to manual cleanup or money spent on outsourced retouching — both of which are concrete and recurring line items a buyer will happily pay to eliminate.

What to build

Build a desktop and browser tool that ingests batches of product or portrait photos and returns layered PSD or PNG files with AI-generated masks specifically trained on hair, fur, fabric fringe, and transparent/translucent edges, with a per-image correction UI that lets users push or pull the mask boundary without restarting the segmentation.

Where to start

Start with white-background product photography for e-commerce, where the background is controlled and contrast is high — this is the highest-volume use case and lets you ship a reliable product fast before expanding to the harder portrait and outdoor cases.

The hard part

Mask quality on genuinely hard cases — wispy hair against a busy background, translucent fabric, wet fur — requires training data that is expensive to label correctly, and the first customers will immediately test you on exactly these edge cases rather than the clean shots where any tool performs well.

How it makes money

Per-image credit pricing for occasional users, with a monthly subscription tier for studios processing over 200 images per month; one-time bulk export fee for customers who want layered PSD output.