A $200B industry relying on subjective test screenings
The film and television industry spends over $200 billion annually on content production. Post-production decisions worth millions are made on instinct alone. Test screenings cost $50,000 to $200,000 each, require weeks of logistics, and produce subjective audience feedback with no per-second brain data.
A test audience can tell you they "liked the ending" or "found the middle slow." They cannot tell you that amygdala activation dropped 40% at minute 47 because the scene transition disrupted emotional continuity, or that hippocampal encoding peaked during a specific dialogue exchange at minute 23.
kwale Cinema brings computational neuroscience to the edit suite, providing per-second brain data at every stage of production -- from rough cut to final master.
Strategic neural analysis for long-form content
Strategic sampling
Rather than brute-force analyzing every frame of a 2-hour film, Cinema uses intelligent scene detection and Marengo embeddings to identify the approximately 50 moments that matter most for audience engagement.
Scout pass identifies key moments
A lightweight scout pass scans the full runtime and identifies narrative turning points, emotional peaks, pacing transitions, and potential attention drop-off zones across the entire film.
Selective ORCLE inference
Full ORCLE brain encoder inference runs only on the strategically selected segments -- approximately 20 minutes of key content from a feature film -- delivering deep neural analysis where it matters most.
18 cinema-specific metrics
Results are aggregated into 18 cinema-tailored metrics including narrative tension, emotional arc continuity, character engagement, scene transition impact, and audience fatigue indicators.
Film-editor prescriptions
A vision-language model generates specific, timestamped editing recommendations in the language of film editors: cut points, pacing adjustments, scene reordering, and audio-visual sync optimizations.
Neural intelligence for filmmakers
Strategic Sampling
Intelligent scene detection identifies the moments that matter. Full-film analysis at a fraction of the compute cost of brute-force inference.
18 Cinema Metrics
Purpose-built metrics for film: narrative tension, emotional arc continuity, character engagement, scene transition impact, pacing rhythm, and audience fatigue.
Virality Prediction
Predicts which scenes and moments have the highest probability of being shared, clipped, and discussed -- critical for trailer selection and marketing.
Series & Episodic Tracking
Track engagement arcs across an entire series. Identify which episodes drive binge-watching and which cause drop-off between seasons.
Character Neural Signatures
Each character develops a unique neural signature across scenes. Track how audiences neurally respond to character arcs, relationships, and development.
Screenplay Context
Upload the screenplay alongside the cut. Cinema understands authorial intent and scores how effectively the visual execution delivers the written vision.
The neuroscience behind kwale Cinema
Long-form narrative content engages a wide network of brain regions involved in story comprehension, emotional processing, character mentalizing, and temporal prediction. Cinema targets all of them.
Choose your plan
Demo
One-time demo analysis
- 1 free film analysis
- Strategic sampling
- Interactive HTML report
- Up to 3 hours runtime
- No subscription required
Pro
5 films + 15 episodes
- 5 film analyses/month
- 15 TV episode analyses/month
- Up to 3 hours runtime
- Interactive HTML report
- Local queryable knowledge base
- 18 cinema-specific metrics
Enterprise
Unlimited analyses
- Unlimited film & episode analyses
- Up to 4 hours runtime
- Series tracking (cross-episode)
- Full-movie neural analysis (no sampling)
- Custom VLM prompts
- White-label reports
- API access
Ready to decode what makes great content work?
Join the waitlist for kwale Cinema and bring neuroscience to the edit suite.
Join WaitlistBuilt on peer-reviewed neuroscience. Patent pending.