Start from a reference frame, then unfold it into a navigable panoramic environment.
Image-to-panorama is useful when you already have a style frame, concept still, or layout reference and need the rest of the space to resolve around it without losing the original visual logic.
Ship the core loop without losing the scene.
Use an existing image to lock style, layout cues, or environmental mood before expanding the rest of the scene.
Extend beyond the source frame so the image becomes part of a full environment rather than an isolated composition.
Once the panorama is built, derive multiple views while preserving the same scene identity and lighting logic.
Built for teams that need repeatable scene control, not one-off outputs.
Reference-first control
Use an approved still as the seed so the panorama starts closer to the art direction you actually need.
Less scene drift
Expand one image into a full world, then keep exporting from that world instead of repeatedly regenerating adjacent shots.
Useful for boards and previs
One approved frame can branch into multiple compositions for storyboards, product pitches, or spatial concept reviews.