Koozee adds Freeform Canvas and MCP for apparel image production
Koozee has launched Freeform Canvas and Koozee MCP in an update designed to make apparel visual production reusable across collections. The platform's new node-based workspace supports multi-step workflows, while MCP connects its fashion visual tools to supported AI agents.
- Freeform Canvas is a node-based workspace for reusable apparel workflows.
- Teams can apply saved workflows across an entire collection.
- Koozee MCP connects fashion visual tools to supported AI agents.
- Quick Create offers preset outcomes without prompt writing.
- Both features are available now.
A workflow workspace for apparel teams
STARII TECHNOLOGY PTY LTD announced the update on Nov. 5, 2026. Koozee describes itself as an AI visual production platform for apparel e-commerce. The company has also consolidated its preset workflows under Quick Create.
Freeform Canvas lets users connect garment photos, model photos and visual references in a node-based workspace. Users can also begin with an idea and generate text, images or video. Templates include Outfit Swap and Recolor Garment, and users can select an AI engine before carrying each output into the next step.
For additional control, users can add nodes, written instructions and reference images. An approved look can then be developed into flat lays, three-view outfit images, nine-frame storyboards, scene variations or videos for product pages, ads and social media.
From one approved look to a collection
The workflow is intended to help teams reuse visual production rather than recreate each asset separately. Teams can save a workflow, replace its assets and apply it across a whole collection, according to Koozee.
Freeform Canvas supports Gemini, Claude, GPT, Nano Banana, Seedance and Kling for text, image and video tasks. The company says the feature can be used for both structured production and more exploratory work, with users able to connect multiple steps and refine or extend a look.
Koozee's existing Quick Create option provides a more direct route. Sellers choose an outcome, upload a garment photo and receive a finished visual, with options including a model try-on, a flat lay, a ghost mannequin shot, a pose or scene change, an enhancement pass or a short product video. No prompt writing is required.
MCP brings Koozee into AI-agent workflows
Koozee MCP connects the platform's fashion visual tools to Codex, Claude Code, WorkBuddy, Antigravity and more. Users can request batch fashion image generation directly from an existing AI workspace.
A copyable setup prompt connects an agent using OAuth and Streamable HTTP and configures it to use Koozee MCP for image generation. Adrian Bennett, product lead at Koozee, said: “Freeform Canvas helps apparel teams connect each step of visual production and reuse workflows across a collection. MCP lets them bring Koozee's fashion tools into supported AI agent workflows.”
Both Freeform Canvas and Koozee MCP are available now. The update gives apparel sellers two ways to use Koozee, through a guided workflow for individual outcomes or a reusable canvas and AI-agent connection for broader production tasks.
PR Newswire: Koozee Introduces Freeform Canvas and MCP in Major Platform Update
