Build private parametric manifolds for your own characters. Select frames with mathematical precision. Power enterprise pipelines and consumer apps alike. Making AI character animation accessible at every scale.
Watch how our system provides real-time parametric control over character poses, eye gaze, and expressions—all through deterministic selection from our indexed manifold.
AI video can generate stunning content—but both studios and everyday users need control. Whether you're building production pipelines or consumer apps, you need determinism, not randomness.
Text prompts like "character looking left with subtle smile" produce
statistically plausible but unreproducible results. AI systems cannot
reliably retrieve the same frame twice.
Generated characters don't hold consistent poses between frames. Head angles, gaze direction, and expressions drift unpredictably—making automated pipelines unreliable.
Even if you get a good input frame, how do you verify the generated video actually matches your specifications? Current pipelines have no automated quality assurance.
We build deterministic AI animation technology that powers everything from enterprise production pipelines to consumer-friendly applications. APIs for developers, products for users.
We index your IP—your characters, your style, your constraints. Private deployment available.
Pass/fail scoring on generated video. Did the output match the parametric spec? Automated regression testing for AI pipelines.
APIs for agentic workflows. Plugin architecture for After Effects, Nuke, Blender. Enterprise SLAs available.
Full audit trail for AI-generated content. Consent tracking, licensing documentation, SAG-AFTRA alignment ready.
The core IP: a robust parametric extraction system that maps any character frame to a 50-dimensional embedding—and works across lighting, occlusion, and stylization.
POST /api/v1/search
{
"head_jx": -0.35,
"head_jy": 0.12,
"eye_jx": 0.0,
"expression": "neutral",
"gender": "female",
"limit": 24
}
// Returns: 24 exact matches
// Latency: ~3ms
// 100% deterministic| Method | Time to Match | Reproducibility | Precision |
|---|---|---|---|
| Text Prompting (generate) | ~45 seconds | 0% | ±15° head angle |
| ControlNet + Pose (generate) | ~12 seconds | ~60% | ±5° head angle |
| Hollywood Reborn (search) | ~3ms | 100% | ±0.5° head angle* |
*Precision bounded by extraction pipeline accuracy. See methodology limitations.
We're turning research into real products. Consumer applications launching Q1 2026, developer APIs to follow.
Our 153K-frame demo proves the approach works. But the real product is building private manifolds for your characters—not searching our library.
Launch consumer-facing applications powered by our technology. Release public APIs for developers to build their own integrations.
Expand internationally. Launch additional AI-powered products. Enterprise partnerships and studio integrations.
Our public demo shows what's possible. We're building consumer products and developer APIs that make AI animation technology accessible to everyone—launching Q1 2026.