Enterprise-grade AI fashion production platform
The operating system for fashion commerce production
From product intake to published on-model imagery, on a single intelligent platform engineered for enterprise scale. One system for your entire fashion content production workflow.
Editorial-grade fashion imagery, produced automatically.
01 — At scale
A new standard for production at scale
Genera has built the infrastructure to prepare, generate, and approve fashion imagery automatically, at scale. Our system already supports clients producing more than 100,000 final images a month, with minimal manual intervention — human oversight reserved for exactly the moments that need it.
A secure, fully automated platform that delivers consistent, on-brand content at scale — through automation or direct API integration — without adding a single hour to your team’s workload.
Platform walkthrough
See Genera Space in action
A guided walkthrough of the entire production pipeline — from product intake and look assembly to generation, automasking, and one-click QA/QC approval. This is how enterprise teams turn raw inputs into publish-ready fashion imagery at scale.
Scale
Built for enterprise volume
- 100,000+
- final images generated every month, per brand.
- 10,000
- final images generated per batch in 24 hours, with QA/QC secured.
- 5,000
- SKUs processed in a single simultaneous batch.
- 10,000
- input assets prepared and generation-ready in one hour.
- API integration configured precisely around your team’s requirements and workflow.
- Brand guidelines converted automatically into prompt-ready instructions, with every customization parameter built in.
- Continuous support from our technical team, with an optional dedicated Genera Trusted Partner team for QA/QC.
- Continuous access to every new platform release, the moment it ships.
- Custom modules and custom solutions built around your company’s specific requirements.
- Advanced tools that accelerate QA/QC by more than 10x compared to the standard platform setup.
Automation
Everything automated, end to end
Every step, automated.
Upload, grouping, styling, model allocation, pose allocation, pose count, quality selection, and QA/QC — the entire pipeline runs itself.
- 5,000 SKUs
- Launched simultaneously, in a single batch — no queue, no manual staging.
- 100%
- Of the input-preparation strategy automated, from the first asset to the final prompt.
02 — Process
How we handle your workflow, from A to Z
- 01
Input Preparation
An automated system prepares every input and total look to your brand’s exact guidelines — cropped, scaled, and proportioned correctly. Genera Blueprint Composer shapes every asset before it enters the pipeline, ensuring the system is fed the correct inputs every time.
- 02
Look & Prompt Assembly
Blueprint Composer assembles every look automatically, applying the correct brand guidelines to each image within it — not just to the look as a whole. It determines the precise scale and proportions for every image, then builds the full prompt system that drives styling and consistency.
- 03
Generation
Everything uploads into Genera Space automatically. The system runs every step end to end and produces the final image, with no manual handoffs.
- 04
Automasking
Automasking detects any inconsistency in clothing replication and corrects it automatically, delivering a precise replication result.
- 05
QA/QC & Approval
Your team reviews and approves in a single click. Images go live directly on your web platforms, ready for publication.
03 — Integration
One unified integration. Two ways to connect.
Bring your most complex workflow requirements into a fully automated, scalable system — however your team is set up to connect.
- 01
API Integration
Bring your most complex workflow requirements into a fully automated, scalable system. Our API and SDK connect and sync directly with your existing ecosystem.
- 02
Custom Non-API Flow
The same level of automation as our API/SDK workflow, delivered through simple, accessible tools any team can use immediately. A hybrid path for enterprise teams not yet ready for a full API integration — no direct system-to-system connection required.
04 — People
Genera Trusted Partner
Not every team has the internal resources to run full-cycle production or QA/QC in-house. Genera Trusted Partner connects you with a dedicated production team — trained directly by Genera — that operates as your full-cycle production or QA/QC function, end to end.
Genera for Enterprise — a message from our team
05 — Ecosystem
All in one place
Genera Space is more than a content generation platform — it’s a complete ecosystem. Workflow management, content creation, and QA/QC approval run together, fully automated. We support everything before production and everything after it.
The four layers
- 01Automation & Integration Layer — One connected backend that orchestrates every batch, end to end.
- 02Generation, Review & Approval — A single workspace to generate, QA/QC, and publish — at any volume.
- 03One Unified Catalog — Every SKU, look, and final asset in a single searchable library.
- 04Brand Rules Engine — Your guidelines compiled into rules that govern every group, look, and cell.
Workflow Management
Plan, route, and track every batch from intake to publish — in one place.
Input Preparation
Every SKU composed and read automatically, attributes extracted before generation.
Look & Prompt Assembly
Models, poses, and styling assigned per look, with the prompt written for you.
Brand Rules Engine
Guidelines compiled into rules and applied across every group and look.
06 — Proven impact
Achievements
- 10,000
- final images generated in 24 hours with one of our partners, running the full API/SDK workflow — including complete QA/QC.
- End-to-end
- one partner runs their entire loop inside Genera Space: still-life generation, workflow management, image generation, and QA/QC control — on a single platform.
- 20+
- custom-built modules delivered to meet specific enterprise workflow needs.