Decision Systems Architecture & Evaluation
Decision Intelligence & Evaluation Lab
An experimental laboratory evaluating cost-aware model routing, structured decision logic (Jev), and token economics for enterprise LLM workloads.
New Project
Dynamic Intelligent Model Router & 3D Model Matrix
An intelligent ChatGPT-style gateway that routes prompts to the optimal model based on a 3-dimensional vector: Price ($/1M tokens), Discount Factor (%), and Frontier Index (1–10). Compares routed execution against default unrouted frontier dispatch, proving up to 93.3% cost reduction and 4.2x latency acceleration.
3D
Routing Vector (Price / Discount / Frontier)
-93.3%
Cost Savings vs Blind Frontier
1–10
Color-Coded Frontier Index Matrix
Decision Benchmark
Enterprise Incident Decision Model vs Generative LLM
Evaluates structured decision logic (Jev Engine) against conversational generative models (Qwen-3.8-27B) from raw incident Title and Description. Emits strict JSON schemas in 16 tokens / 114ms with -95.6% token burn reduction.
-95.6%
Token Burn Delta (16 vs 342)
12.5x
Latency Speedup (114ms vs 1420ms)
100%
Schema Determinism (JSON Output)