Validation Results
Review risk assessment and recommendations
Order Summary
Customer
King Fahd Medical City
Customer SKU
KFMC-VENT-2024-PRO
Description
Professional Ventilation System - Advanced Care Unit
Quantity
5 units
Delivery Date
Mar 15, 2026
Complexity Flags
Contains complex product structure
Core + Accessories
Validation Run ID
VALID-2026-0157
Completed: Jan 30, 2026 - 15:42:26
Risk Assessment
78
/ 100
This order exhibits significant configuration ambiguity. Historical data shows previous mismatch incidents for this SKU.
Suggested Internal Mapping
Confidence: 62%Core Product
NUPCO-VENT-2024-PROF
Professional Ventilation System - Base Unit
SAR 145,000
Accessories (3)
VENT-ACC-TUBE-01
High-Flow Breathing Circuit Set
SAR 2,400
VENT-ACC-SENSOR-02
Oxygen Sensor Module (Advanced)
SAR 3,800
VENT-ACC-FILTER-04
HEPA Filter Kit (6-pack)
SAR 1,200
Low Confidence - Human Verification Required
The suggested mapping requires human review due to conflicting historical data and low pattern confidence. A verification case should be created.
Powered by Dataiku workflow • Scoring model version: 2.4.1 • Last trained: Jan 15, 2026
Customer Context
Ordering Pattern (Last 12 Orders)
Dec 2025
ConfirmedKFMC-VENT-2024-STD
Standard Bundle
Nov 2025
Mismatch occurredKFMC-VENT-2024-PRO
Professional Bundle
Oct 2025
ConfirmedKFMC-VENT-2024-PRO
Professional Bundle
Sep 2025
ConfirmedKFMC-VENT-2024-BASIC
Basic Bundle
Common Accessory Bundles
Last Mismatch Incident
Nov 2025
Accessory bundle was incomplete. Customer requested additional sensors after delivery.
Insights
- This customer frequently orders Professional bundles
- Previous mismatch suggests clarification needed
- Standard accessories usually match suggested bundle