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Need to Create or Extend Product Content?
AI Mannequin-to-Ghost, AI Image-to-Video and other AI-supported content services are presented within AI Content Production.
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AI Content Services
AI Content Post-Production
and Quality Assurance
AI can create the first output. Our specialists correct, validate and quality-control AI-generated image and video content before publication. We protect product accuracy, brand consistency and commercial usability through documented workflows and human approval.
Talk to our teamQuality Assurance
Quality Assurance Before Publication
Human specialists validate every AI-generated output before it reaches the PDP
AI-generated content introduces accuracy, anatomy, realism and brand compliance risks that require specialist review. Our teams identify and correct issues across image and video content before publication.
- Product accuracy validationConfirming product details, proportions and representation are commercially correct
- Anatomy and movement correctionIdentifying and fixing AI errors in human figures, posture and natural movement
- Fabric, fit and textureEnsuring garment behaviour, texture and construction are accurately represented
- Logos and typographyVerifying brand marks, text and graphic elements are correct and legible
- Colour and lighting consistencyReference-matched colour and consistent lighting across batches
- Frame-to-frame video consistencyCorrecting AI video artefacts, temporal inconsistencies and movement errors
- Brand guideline complianceChecking all outputs against approved style, colour and brand references
- Publishing readinessFinal format, specification and platform checks before delivery
Results
AI-Enhanced Results
A curated selection of AI-powered retouching examples: clean product backgrounds, fashion imagery, before/after AI enhancement, and e-commerce lifestyle shots.
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Frequently Asked Questions
What is AI content post-production?
AI content post-production is the process of correcting, validating and quality-controlling AI-generated image and video content before publication. AI can create a first output, but that output requires specialist review for product accuracy, anatomy, fabric, colour, logos and publishing readiness before it reaches the product detail page.
Why does AI-generated content need human quality assurance?
AI-generated content introduces accuracy, anatomy, realism and brand compliance risks that require specialist review. Common issues include inaccurate product details, anatomy errors, fabric and texture distortions, incorrect logos and frame-to-frame video inconsistencies. Human quality assurance before publication protects brand consistency and commercial usability.
What types of AI content errors do you correct?
We correct product accuracy errors, anatomy and movement issues, fabric fit and texture distortions, logo and typography problems, colour and lighting inconsistencies, frame-to-frame video artefacts and brand guideline compliance failures. Every output is reviewed for publishing readiness before delivery.
Do you support AI-generated video as well as images?
Yes. We support both AI-generated image and video content. For video, we review frame-to-frame consistency, movement accuracy, product representation and publishing readiness in addition to the same product accuracy and brand compliance checks applied to images.
What is the turnaround time for AI content quality assurance?
Standard turnaround is typically 24 hours for agreed image volumes and defined correction requirements. Complex reconstruction, video work and larger AI-generated batches are scheduled in advance.