Better Call CineCrew: Consistent Ultra-Long Narrative-to-Film Generation
A multi-agent cinematic studio for transforming scripts into coherent, multi-shot, long-form film sequences with stable characters, scene continuity, and production-aware storytelling.
The Monkey King at Hogwarts
A featured long-form demo showing script-driven story progression, cross-shot character consistency, cinematic staging, and agent-based production planning.
In a magical academy, the young wizard Harry meets the Monkey King Sun Wukong. What begins as a suspicious first encounter turns into an unlikely friendship after they work together to stop a runaway broom accident and leave the courtyard side by side.
A compact narrative timeline of the featured demo, showing how the story unfolds from mythic arrival to cinematic resolution and quiet friendship.
Sun Wukong stands above the sea of clouds at dawn as mythic wind and mist begin the journey.
He lands inside the academy hallway, surrounded by fading white mist and wet stone reflections.
Harry appears and the two size each other up in a tense but controlled first encounter.
Harry explains that something is wrong in the training room ahead.
They arrive at the training room entrance, where something inside is already clearly off.
A runaway broom and flying papers turn the room into a contained magical accident.
Wukong reads the danger quickly and begins moving into action.
Harry and Wukong cooperate to slow, redirect, and finally contain the broom.
With the room calm again, tension gives way to dry humor and mutual respect.
They leave the training room together, now clearly moving as companions.
In the open courtyard, their conversation becomes warmer and more relaxed.
They sit together as the camera pulls back, ending on the quiet start of a new friendship.
Multi-agent cinematic production from script to film
Our framework organizes long-form generation as a virtual production studio, where specialized agents collaborate over story, acting, camera language, asset control, audio, and post-production decisions.
Better Call CineCrew tackles ultra-long narrative-to-film generation with a multi-agent production framework that decomposes the filmmaking process into specialized roles. Instead of treating long video generation as a single monolithic synthesis problem, our system coordinates story analysis, cinematic planning, character and scene memory, acting direction, voice control, execution, and post-production into a coherent pipeline. This design improves long-range consistency in identity, shot structure, narrative flow, and audiovisual presentation across multi-shot sequences.
Comparison against LTX-Studio
Due to conference supplemental size limits, we only include comparisons against the strongest currently available baseline, LTX-Studio (a commercial product). We present three representative cases below.
Movie 1 · "Spider Man"
TODO: write the plot summary for this case.
TODO: write the advantage of our system for this case.