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8M Studio · AI Production Studio for Fashion
Product-true catalogue imagery, produced as a managed service.
Managed Catalogue Production is for fashion brands and production teams with recurring SKU imagery, controlled view sets and repeatable delivery requirements.
Best fit
Built for catalogue work that has to repeat cleanly.
This service is strongest when the inputs, required views and approval rules can be made explicit before production starts.
Catalogue condition
Recurring SKU volume
A continuing catalogue workload where the production route needs to hold across batches.
Catalogue condition
Controlled view sets
Front, side, back or another agreed sequence must be produced and reviewed as one set.
Catalogue condition
Consistent models and backgrounds
The approved visual treatment needs to remain coherent across selected products and deliveries.
Catalogue condition
Repeatable delivery
File structure, output specifications, review gates and handoff need to be dependable each cycle.
Production proof
Source input → approved catalogue set.
The source pack defines what must remain true. The production route defines how every agreed view is made, checked and delivered.
Source / inputProduct reference
Output / view 01Approved output
Controlled view set
Front, side and back are reviewed as one product story.
Consistency is not a matching filter applied at the end. The model treatment, background, framing and visible garment details are held through one controlled route, then checked across the complete set.
- View 01
- Front
- View 02
- Side
- View 03
- Back
Registered production media showing one controlled front, side and back view set.
Catalogue process
A controlled production route, with human judgment at every approval gate.
Product truth is treated as a review responsibility. Outputs that do not meet the agreed source, view or visual rules are corrected or held back before delivery.
Input contract
Lock the SKU list, source assets, required views, model and background rules, and delivery specifications.
Golden route
Use a representative product to agree framing, product treatment and the controlled visual route before the batch expands.
Managed production
Produce the agreed SKU set through the same view logic, visual rules and named approval checkpoints.
Human QC and delivery
Compare each frame with its source, correct or hold exceptions, then package the approved catalogue set for handoff.
- images per month
- 6–8K
- controlled catalogue views shown
- 03
- gates from input contract to approved delivery
- 04
Scope boundary
Concrete deliverables. Explicit exclusions.
The pilot brief names what will be produced, what the client must supply and what sits outside the catalogue route.
Included when scoped
- Catalogue masters for the agreed SKUs and view set
- Front, side, back or another explicitly scoped view family
- Consistent model and background treatment within the approved route
- Human QC, exception correction and approval checkpoints
- Agreed file naming, folder structure and delivery formats
- Channel crops or alternate exports when included in the pilot brief
Excluded unless separately scoped
- Campaign concepting, lifestyle art direction or an open-ended image family
- Physical product photography, sample movement or studio logistics
- Copywriting, product-page population or marketplace uploads
- Unlimited revisions or new SKUs added after the scope is locked
- Rights clearance for client-supplied products, people or references
- Recurring production beyond the paid pilot or an agreed ongoing scope
Paid pilot entry
Prove one repeatable catalogue route before scaling the workload.
The pilot is paid, bounded and representative. It is designed to establish the quality bar, controlled view logic and review responsibilities on real products — not to disguise an open-ended production engagement as a sample.
Pilot includes
- 01A representative, bounded SKU sample
- 02One agreed view set and visual route
- 03Defined model, background and framing rules
- 04Human-review criteria and an approval checkpoint
- 05Pilot masters, delivery structure and exception notes
FAQ
Before you scope a catalogue pilot.
The route starts with explicit inputs, a bounded test and clear approval responsibility.
What source material do you need?
A clear product source pack, the SKU list, required views, model or background references, and the target output specifications. We confirm gaps before the production route is locked.
How do you keep front, side and back views consistent?
The views are produced against one agreed route and reviewed together rather than as isolated images. Model treatment, background, framing and visible product details are checked across the set, with exceptions corrected or held back.
How is product truth checked?
Human QC compares each output with the supplied product references for silhouette, construction, visible details and colour direction. The client approval checkpoint determines which frames enter the final delivery set.
Can a pilot cover several product categories?
The pilot should stay narrow enough to prove one repeatable production route. If categories need materially different styling, views or handling, we scope those as separate routes rather than hiding the difference inside one test.
What happens after the paid pilot?
We review what passed, where exceptions appeared and what a repeatable delivery plan requires. Ongoing production is scoped only after the pilot has established the quality bar, route and review responsibilities.
Managed Catalogue Production
Start with a controlled catalogue pilot.
Bring a representative SKU set, the views you need and the delivery requirements your team has to repeat. We will scope the route and review gates before production begins.