Notes

Notes from the studio.

What we're learning about post-production, AI, and shipping imagery at scale.

Retouching

In-house vs outsourced product photo editing: a buyer's decision guide

A buyer's guide to in-house vs outsourced product photo editing: real costs, control, consistency, the hybrid model and what to ask a retouching partner.

Oct 18, 2026 · 7 min read
Ecommerce

Product photography mistakes: what retouching can fix, and what it can't

Seven common product photography mistakes, which ones retouching can fix in post, and which ones need a reshoot. A practical guide for e-commerce teams.

Oct 18, 2026 · 7 min read
Ghost mannequin photography: why the shot you did not take is why it looks wrong
Ecommerce

Ghost mannequin photography: why the shot you did not take is why it looks wrong

Ghost mannequin fails in post because of what happened on set. What the interior shot is, why the neck joint breaks, and how to brief a shoot so it works.

Aug 22, 2026 · 8 min read
How to choose a retouching partner: what actually predicts year five
Studio

How to choose a retouching partner: what actually predicts year five

How to choose a retouching partner: the questions that predict year five, from a studio with a 15-year client relationship and a 13-year one behind it.

Aug 21, 2026 · 8 min read
Jewelry retouching: what actually matters when the product is a one-of-a-kind piece
Retouching

Jewelry retouching: what actually matters when the product is a one-of-a-kind piece

What separates real jewelry retouching from $0.99 batch editing: facet integrity, reflection judgment, certified color, and focus stacking. 20 years of it.

Aug 10, 2026 · 11 min read
AI-assisted production

Most PDP video statistics are not measurements

The conversion numbers quoted for product page video are mostly vendor benchmarks, marketer surveys, or correlation. What a real test looks like instead.

Jul 1, 2026 · 6 min read

Prefer to just ask us?