Research Paper

Core Innovation

This paper introduces SAGE, a framework that learns directing rules from paired screenplays and expert storyboards, attributes decisions to specific rules, and evolves these rules based on localized feedback. It also routes scenario-specific rules to narrative groups, enabling scalable and targeted knowledge injection beyond prior manual or exemplar-based methods.

Why It Matters

Storyboarding is a critical but time-consuming bottleneck in automated short drama production, requiring expert directing knowledge. SAGE streamlines this process by evolving and applying directing rules, significantly cutting authoring time and maintaining high-quality outputs. This scalability and efficiency transform production workflows for studios and content creators.

Potential Customers & Pain Points

• Film and animation studios – High manual effort and expertise needed for storyboarding
• Streaming content producers – Need faster scalable visual planning
• Advertising agencies – Require quick storyboard generation with creative control

Business Model

Subscription-based SaaS platform with tiered pricing for studios and production teams, offering API access for integration and premium support for custom rule evolution and training.

Competitive Landscape

• Storyboard Pro
• Shotdeck
• Boords
• Plotagon

Implementation Challenges

• Integration with diverse production pipelines
• Acceptance of AI-generated storyboards by creative professionals
• Maintaining creative flexibility while automating directing knowledge

Validation Strategy

• Pilot deployments with mid-size film and animation studios to measure time savings and acceptance rates
• User studies comparing SAGE outputs with professional storyboards for quality assessment
• Iterative feedback loops with production teams to refine rule evolution and routing