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Use cases for realtime models

What teams build on realtime video and world models: live video editing, navigable game worlds, infinite streams and interactive stories, and which models fit.

  • Live audience use case · 3 minBuild a shared AI video live stream for an audienceStream one generated AI video session to authorized viewers. Design host controls, audience input, session ownership, billing and recording boundaries.Updated Oct 11, 2026
  • Use case · 3 minInfinite streaming video generation: continuous video that keeps goingBuild continuous AI video streams with hosted realtime models. Compare prompt control, generation windows and session limits for channels and displays.Updated Oct 11, 2026
  • Storytelling use case · 3 minInteractive AI storytelling with realtime video modelsBuild a story users can direct while it plays. Choose scene or shot controls, keep narrative state in your app and budget realtime video sessions.Updated Oct 11, 2026
  • Use case · 3 minLive video editing from a webcam with a text instructionEdit a live webcam or uploaded clip using text instructions. Compare SANA-Streaming and JoyAI-Video-Edit inputs, reference conditioning and responsiveness.Updated Oct 11, 2026
  • Use case · 4 minNavigable world models for games: an API with WASD controlBuild navigable game scenes from a seed image with hosted world models. Compare movement, look, prompt conditioning and continuity limits on Windflow.Updated Oct 11, 2026
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Windflow runs realtime interactive AI video models as on-demand sessions. Teams plug them into their products and pay by the session second.

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