Safety-first legal NLP system with hierarchical long-document processing, deterministic inference, clause extraction, and rule-based risk engine — built for traceability and deployment constraints.

Batch-invariant inference nodes for guaranteed reproducibility in ComfyUI. ThinkingMachines + ECHO 2.0 + Nemotron patterns.

Deterministic ML inference runtime with K-sparse LoRA routing, Metal-optimized kernels, and comprehensive policy enforcement for production Apple Silicon environments