Run product content from one governed workspace.
Organize products and assets, identify what is missing, improve content with AI, review every change, and deliver approved work without losing product context or history.








One governed loop, four stages
Every module below serves one of these stages. Product context, versions, and approvals stay attached the whole way.
Collecting content from suppliers? Supplier Portal is the companion product for external intake. Explore Supplier Portal
Platform modules
Everything your catalog needs
Eight connected modules — aligned with the platform docs from AI and DAM through products, approvals, teams, workflows, supplier intake, and integrations.
08 modules
AI Processing Tools
38 tools across editing, generation, video, 3D, and catalogue-scale batch — one shared credit wallet.
- Background removal, upscale, object removal, and scene replace
- Product lifestyle, virtual try-on, marketplace optimizer, alt text, copy
- Video generation, captions, image-to-3D, and depth maps
- Batch folders plus Google Sheets / URL spreadsheet imports
Digital Asset Management
Folders, smart collections, tags, versions, and share links — with Sirv CDN browse built in.
- Manual and rule-based smart collections
- Tags, custom metadata, and sub-50ms library search
- Visible Studio version history
- Password-protected share links with expiry and download controls
Products & PIM
Product records tie every image to a SKU with roles, metadata, and storefront-ready organization.
- Asset roles: main, gallery, lifestyle, detail, and swatch
- Custom fields, CSV import/export, and bulk catalog updates
- Link assets from the library or inherit links from AI outputs
- Bi-directional Shopify product and media sync
Approvals & Review
Quality control from draft through review, approval, and publish — with a dedicated review queue.
- Draft → pending → approved → published lifecycle
- Review queue with split view, comments, and keyboard shortcuts
- Rejection reasons routed back to creators
- Image Review steps inside Workflow Studio pipelines
Teams & Access
Workspaces, roles, Enterprise OIDC SSO, and visible activity across brands or clients.
- Five permission levels from owner to viewer
- Invite members, manage seats, and separate workspaces
- Enterprise OIDC SSO for centralized identity
- Activity tracking on uploads, edits, and publishes
Workflow Automation
Visual Workflow Studio connects AI steps, human review, metadata, and delivery.
- Drag-and-drop canvas for multi-step pipelines
- Triggers on upload, manual run, or schedule
- Review and Image Review gates before publish
- Push outputs to collections, CDN, or Shopify on approval
Supplier Portal
Branded intake where vendors upload to your slot templates, naming rules, and validation specs.
- Asset slot templates with dimension and format rules
- Naming conventions and automatic slot matching
- SFTP intake mapped to product slots
- Validation, AI auto-fix, and direct DAM collection delivery
Integrations & API
Shopify, Zapier, Claude MCP, Sirv CDN, webhooks, and a full REST API for automation.
- Shopify product, file, and metafield sync
- Zapier triggers and Claude Desktop MCP tools
- Webhooks for upload, approval, and publish events
- Sirv CDN transforms plus REST API for assets and workflows
From scattered files to publish-ready products.
Studio brings the work into one place, shows you what is missing, helps fix it, and keeps every change reviewable.
Why teams switch
One platform, not six stitched tools
Credits, models, batch queues, and workflows share the same workspace — so your team stops re-uploading files between apps.
Documented platform
Every major capability has a guide
The features page is the map — the docs go deep on setup, day-to-day use, and API details for each area below.
Feature Comparison by Tier
See what's included at each pricing level.




