decision-routing

Decision Infrastructure for the AI Era. 🧠✨️🤺

Portable System-1 decision layer for agent harnesses with host-owned routing, receipts, replay, and fail-open integrations.

Symbiotic Prompting & Ontological Routing Engine. A fractal, biomimetic cognitive architecture. We don't teach LLMs what to say; we give them a distributed, self-routing ecosystem to choose how to think.

Decision-routing workflow for complaint triage: identifies likely components, routes edge cases, and keeps a human approval gate.

Ultra-fast, fail-open advisory decisions and verbatim extractive reading view for AI coding agents and CLI pipelines

High-performance, high-precision, locally-fast-deployed Jev-class decision service — four readings, one routed decision, zero training.

Decision-routing workflow for email triage: classifies intent, routes edge cases, and keeps a human approval gate (no auto-send).

基于 RKNN 将 Laya 多语言决策模型适配到 Rockchip RK3576 NPU，支持中文意图分类与语义路由。提供 96/256/1024 token 分桶的三图 FP16 推理版本，采用 CPU/NPU 协同计算，保留完整 Laya API 输出

An autonomous prompt engineering engine for high-precision LLM routing. Uses a QA-centered iterative loop with directional bias analysis (Type 1/2 errors) to optimize local model decision-making for search-augmented ecosystems.

Research framework for AI assurance and Human–AI routing in financial fraud review using multi-evidence AI-reliance risk and auditable escalation decisions.

Fast branch decisions for AI agent harnesses