Insights
Research
White papers and case studies for teams building workflows under real production constraints.
Research
AI iteration is infinite but production time is not
An introduction to the AI filmmaking infrastructure required when creative experimentation is boundless but production calendars are not.
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Research
Creative Control Requires Compute Control
A case study of a remote production weekend using portable local compute to support AI-assisted trailer development.
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Research
Character creation through photography
How a filmmaker-first photoshoot, framed lighting, and detailed captions helped stabilize identity before any prompts were written.
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Research
Why we built our own LoRA software
We translated technical tooling into language filmmakers understand and wrapped it in familiar production structures.
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Research
Prompts as the backbone of AI production
Tracking prompts during production revealed the need for structured prompt libraries, dictionaries, and metadata.
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Research
Production infrastructure for AI filmmaking
File organization, hardware, and structured failure hunting proved essential once experiments left the lab.
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