Use the active tool to preserve product identity and get one saveable, reviewable hero direction.
Current area
Edit
Guest preview mode
You can browse the workspace, switch tools, fill settings, and inspect the flow. Generation, asset saving, history, team, and purchase actions unlock after sign-in.
AI edit matrix
Hands/feet repair, local repaint, cutout, expansion, recolor, and image text work share one production surface. Tasks handled here load the backend workflow; specialist tasks continue in Toolbox.
Product refinement
Improve product image quality and commercial polish
Product refinement tool page layout
Splits Product refinement into material staging, parameter controls, generation preview, and asset handoff so the edit page behaves like a production workspace.
Material staging
Confirm product, reference, and authorized materials first.
- - Product image: required, up to 1 image(s).
- - Materials must be owned or authorized; model/likeness material needs rights confirmation.
Parameter controls
Keep platform, scene, style, ratio, count, and edit-matrix parameters in one production panel.
- - Default ratio: 1:1.
- - Default output: 1; max 1.
- - When launched from the edit matrix, backend work order and parameter plan must be carried in.
Generation preview
Show progress during generation and return saveable, reusable results when ready.
- - Output slots: Refined product image.
- - Results must not show providers, raw prompts, storage keys, or internal execution packets.
Asset handoff
Route finished images back to project assets, video materials, and delivery packs.
- - Saved project assets keep the tool page layout source.
- - Can continue into delivery versions, video ads, or package download.
Product repaint
Backend edit work order is loaded; generated results keep the specific edit-task source.
Materials
- - One product image
- - Confirm the product, model, image, or likeness material is owned or authorized.
- - Add key preservation, repair, or replacement requirements.
Production steps
- - Read the materials and create the Product repaint edit work order.
- - Run through the Current Image Tools backend workflow, preserving product identity, scale, lighting, and visible detail.
- - Save the finished image to the current product project assets with traceable task metadata.
Result routing
- - Refined product hero image
- - Live generation is estimated per image result
- - The result can continue into video materials, delivery versions, or product delivery packs.
Guardrails
- - Do not change style, real color facts, marks, or core benefits.
- - Do not expose providers, raw prompts, storage keys, or internal execution packets to users.
- - Do not invent product specs, certifications, sales results, effects, or unconfirmed SKU facts.
Sign in to save edit orders.
Only saves a current-team edit order; no AI call, storage upload, or compute spend.
Product repaint parameter plan
Locks target area, subject boundaries, output count, and delivery checks for Product repaint.
Target area
Product edges, material, shadow, and local defects
The request should focus on this area instead of rewriting the whole image.
Subject boundary
Preserve product identity, scale, material, color, marks, and visible details.
Change only the task target, not product facts, likeness rights, or unsupported platform claims.
Output count
1 image(s) by default, constrained by the active tool limit.
Exploration can continue into packs or delivery versions; refinement keeps reviewable versions first.
Review focus
Complete subject, natural edges, consistent lighting, and no fabricated information.
Saved results can continue into project assets, video materials, or delivery packs.
Product image
RequiredUpload the main product image
Choose from this product
0 selected / up to 1
Sign in to generate
Result preview
Only the active tool result is shown
Waiting to run
Choose a tool and upload materials; progress and results appear here.
Examples
Product refinement case gallery
Backend-owned Product refinement case directions. Using one carries material needs, edit parameters, ratio, count, and safety boundaries.
Scene replacementGuide materials into cleaner studio, white-background, or lifestyle scenes for detail pages and video materials.
Detail review passStrengthen material, edges, local detail, and quality checks for low-resolution recovery or pre-batch review.
Saving a case draft does not call AI, upload storage, or spend compute.
Before generation, confirm product, model, scene, and brand materials are owned or authorized.
Cases reuse workflow direction only; they do not copy third-party images, people, brands, or platform marks.