Aria AI Operations Research Portfolio
Collection
Enterprise OR, optimization, and decomposition demos by Aria AI • 136 items • Updated
benchmark_count int64 | avg_fill_rate float64 | avg_profit_uplift_pct float64 | metrics list | benchmarks list |
|---|---|---|---|---|
4 | 1 | 106.8 | [
"profit_uplift",
"late_delivery_reduction",
"order_fill_rate",
"decision_regret"
] | [
{
"industry": "ecommerce",
"order_id": "ORD-80316",
"recommended": "express",
"fill_rate": 1,
"profit_uplift": 7.7,
"solve_time": 0.484
},
{
"industry": "industrial",
"order_id": "ORD-11244",
"recommended": "express",
"fill_rate": 1,
"profit_uplift": 6.1,
"solve_t... |
Synthetic supply-chain network data for order promising and fulfillment optimization demos.
| File | Description |
|---|---|
manifest.json |
Dataset metadata and schema |
sample_ecommerce.json |
E-commerce order + 3-warehouse network |
sample_industrial.json |
Industrial equipment with production lines |
sample_pharma.json |
Pharmaceutical distribution scenario |
eval_results.json |
Benchmark metrics across industries |
import json
with open("sample_ecommerce.json") as f:
instance = json.load(f)
MIT