Use case
A content creator or designer producing and repeatedly revising image and video assets issues generation instructions in an agent conversation and adjusts results directly on an infinite canvas, ending with assets that remain editable.
Generating images in several single-purpose tools, then downloading them into a local editor or design software to assemble and revise, or using comparable products such as Lovart.
Generation tools and local editors are separate, so assets must be exported and imported across tools, versions get confused, and repeated fine-tuning multiplies rework; the author says updates follow feedback from developer and design friends, indicating this friction has been raised in practice.
xOcto's call
Demand is evidenced
The trend is that multimodal generation is moving from one-shot output toward a canvas workspace that supports continuous editing; the entry point is to serve first a team with dense asset output, such as e-commerce detail pages or short-video covers, wiring canvas output straight into ad delivery or listing workflows rather than building another general generation entry.
Reason to use it
Why users would choose it
Inference: compared with shuttling files between several generation tools and a local editor, it keeps generation, revision and review in one agent conversation and one infinite canvas, removing the export-import and version-alignment step, so creators with frequent output and repeated fine-tuning would choose it within a project; retention and payment evidence is currently absent.
Where the easy answer breaks down
The tension worth following
An English validation note will follow from the public evidence.
If this is your job
Worth trying. Inference: compared with shuttling files between several generation tools and a local editor, it keeps generation, revision and review in one agent conversation and one infinite canvas, removing the export-import and version-alignment step, so creators with frequent output and repeated fine-tuning would choose it within a project; retention and payment evidence is currently absent.
Entry and what to borrow
The trend is that multimodal generation is moving from one-shot output toward a canvas workspace that supports continuous editing; the entry point is to serve first a team with dense asset output, such as e-commerce detail pages or short-video covers, wiring canvas output straight into ad delivery or listing workflows rather than building another general generation entry.