Starii Technology updates Koozee platform with visual production tools
Starii Technology has added Freeform Canvas and MCP features to its Koozee platform, aiming to improve consistency in AI-generated apparel imagery.
Sydney-based Starii Technology has announced a major update to its Koozee platform, an AI-driven tool for apparel visual production. The release introduces Freeform Canvas, a node-based editor, and MCP (Model Control Pipeline), both designed to increase repeatability in digital asset creation for fashion retailers.
The node-based architecture of Freeform Canvas allows users to build and reuse visual production workflows, moving away from fragmented generation processes. By integrating MCP, the platform seeks to provide more precise control over AI output, ensuring that visual assets remain consistent across different product lines and variations.
As fashion companies face increasing pressure to shorten lead times, the adoption of AI to generate high-quality product imagery has become a priority. Starii Technology's move to standardize these creative workflows highlights a broader industry shift toward automating the visual content supply chain to reduce dependence on traditional photography.