Value
Fast pilot time.
Small integration surface.
Measurable uplift in CPU, memory, or storage (custom metric per demo).
Deterministic: same inputs always yield same outputs.
Storage Reduction: up to 10x on sample asset set.
Runtime Improvement: 2-5x on targeted workloads.
Deterministic Recomposition: 100% bit-for-bit reproducibility on verified seeds.
Applications
Gaming: procedural assets, NPC detail-on-demand, deterministic multiplayer state.
XR & spatial computing: streaming large scenes, deterministic LOD.
Compression & archival: high-fidelity, reversible archival systems.
AI & models: compact representations for model caching and deterministic sampling.
Simulation & physics: deterministic recreations for testing and reproducibility.
Enterprise data pipelines: shrink moving parts, verify outputs, reduce cost.
