Test Case Lab

Validate the AI-assisted RFQ pipeline end-to-end: parse a real inbound email, apply the internal pricing rules, and verify the computed quote matches the target financial output.

Demo DataTest fixture — simulated inbound email and internal pricing rules. No live customer shipment is represented.

Pipeline

Ready

Email Ingestion

Inbound RFQ captured & classified.

Field Extraction

Structured shipment data extracted with confidence.

Route Resolution

Verified legs resolved against internal distance table.

Pricing Engine

Cost breakdown + margin applied per rules.

Verification

Computed payload compared to target output.

Phase 1

Inbound Customer Email

logistics.operations@globalretailcorp.com

URGENT: RFQ - Multi-Stop Dedicated Lane Request - Lane ID #9982A

Hey Team,

We need to move a dedicated multi-stop load out of our Midwest hub tomorrow morning. Our usual carrier backed out, so we need a hard quote on this immediately to lock it in. Driver needs to handle a partial drop before final destination.

Load Specifications:
• Origin: GRC Distribution Center, 2250 University Parkway, University Park, IL 60484
• Stop 1 (Partial Drop): Cross-Dock Facility, 1400 Hub Strategy Way, Indianapolis, IN 46201
• Destination: Retail Hub 04, 4500 Logistics Blvd, Louisville, KY 40218
• Commodity: Mixed Retail Pallets (Class 70)
• Total Weight: 38,500 lbs
• Hazmat: No
• Required Equipment: 53' Dry Van (Must be food-grade clean, no reefer needed)
• Target Pickup: Tomorrow, October 7th @ 07:00 AM CST

Can your system check your local carrier capacity for the IL/IN region and send back a firm all-in rate? Please include the breakdown for base haul, fuel surcharge, and the extra stop-off charge. Thanks!

Phase 2

Internal Pricing Rules

Operational Line Item	Cost / Rule
Base Mileage Rate	$2.75 / mile
Fuel Surcharge (FSC)	$0.42 / mile
Additional Stop Fee Intermediate stops only; origin/destination excluded	$150.00 flat
Target Profit Margin Applied to total internal cost	15% markup

Verified Route Distances

University Park, ILIndianapolis, IN165 mi

Indianapolis, INLouisville, KY115 mi

Indianapolis, INCincinnati, OH108 mi

Cincinnati, OHLouisville, KY100 mi

Click Run Test Case to execute the full pipeline: parse the inbound email, resolve the route, apply the pricing rules, and verify the output matches the target financial figures.