FURNITURE PHOTO EDITING WORKSHEET
Guide: https://furncmo.com/blog/ai-furniture-product-photo-editing
Revised October 21, 2026. Tool-neutral planning aid, not a benchmark.

EDIT AND APPROVAL RECORD
Owner / reviewer / intended destination:
SKU / variant / view / capture date:
Unchanged original location / product reference / rights:
Requested change and what must remain intact:
Tool / version / settings / instruction / candidate file:
Pilot scope and acceptance criteria:

TASK
Background cleanup / exposure and color / crop and export /
shadow or surface cleanup / generated context / other:
Reason this task is needed:
Missing source information requiring recapture or clarification:

SIX REVIEW CHECKS
Identity: exact product, variant, part count and configuration:
Geometry: edges, gaps, spindles, legs, supports, seams and perspective:
Surface: actual finish, pattern, stitching and texture:
Context: included items, props and supported use:
Presentation: crop, sharpness, compression and actual display/zoom:
Release: destination requirements, provenance, labeling and approval:
Decision: approve / revise / reject:
Reason / next owner / approved uses / date:

DESTINATION EXPORT
Placement / specification source / date checked:
File type / pixel dimensions / crop / file limits:
Required metadata and provenance:
Final hosted file URL and version:
Check after resizing, compression and CDN processing:
Correct variant and product link:
Final approval and retained rejected candidates:

COST PER APPROVED IMAGE
Required images and approval criteria:
Labor minutes: setup / editing / review / rework / export:
Total labor minutes (include rejected work):
Labor rate and currency:
Included tool/vendor allocation and basis:
Other included costs / exclusions:
Approved outputs / outstanding work:
Total included cost / approved outputs = cost per approved image.
Total labor minutes / approved outputs = labor minutes per approved image.
With zero approvals, cost per approved image is undefined.
Keep elapsed delivery time separate from labor time.

FICTIONAL PILOT
Ten required images, identical acceptance criteria; capture excluded equally.
Labor rate: USD 30/hour.
A: 600 labor minutes, USD 300 total, ten approved.
   60 minutes and USD 30 per approved image.
B: 360 labor minutes, USD 180 labor + USD 60 tools = USD 240;
   eight approved and two outstanding.
   45 minutes and USD 30 per approved image.
Labor minutes per approved image are 25% lower; cost is unchanged.
B has not finished the brief. Record additional work before comparing
completed delivery. These invented figures do not predict your results.