ML Model Deployment
Financial Services AI Models - UAE Banking Network
Production Models
8
All compliant
Daily Inferences
847K
+23% this month
Compliance Score
99.8%
CBUAE approved
Avg Response
89ms
-12ms improvement
AML Transaction Monitor
Production
Use Case:Anti-Money Laundering
Model Type:Ensemble (XGBoost + LSTM)
Version:v4.1.2
Precision:98.7%
Daily Transactions:2.4M
Alerts Generated:847/day
False Positive Rate:1.3%
Deployed:All 47 branches
Credit Risk Assessor
Production
Use Case:Loan Underwriting
Model Type:Gradient Boosting
Version:v3.8.1
AUC Score:0.94
Applications/Day:1,247
Avg Decision Time:2.3 seconds
Approval Rate:67.2%
Deployed:32 branches + Online
Fraud Detection Engine
Production
Use Case:Real-time Fraud Detection
Model Type:Deep Neural Network
Version:v2.9.4
Accuracy:99.1%
Transactions/Sec:15,000
Response Time:< 50ms
Fraud Blocked:AED 2.4M/month
Deployed:All channels
Customer Churn Predictor
Training
Use Case:Customer Retention
Model Type:Random Forest + LSTM
Version:v1.5.0 (Training)
Training Progress:73% complete
Dataset Size:2.8M customers
Features:247 variables
ETA:2.1h remaining
Target Deployment:CRM + Mobile App
Islamic Banking Advisor
Production
Use Case:Sharia-Compliant Products
Model Type:Transformer (Arabic NLP)
Version:v2.3.1
Accuracy:96.8%
Languages:Arabic, English
Daily Consultations:3,247
Fatwa Database:12,000+ rulings
Deployed:Islamic Banking Centers
KYC Document Processor
Production
Use Case:Identity Verification
Model Type:Computer Vision + OCR
Version:v4.2.3
Accuracy:99.4%
Document Types:Emirates ID, Passport
Processing Time:1.2 seconds
Documents/Day:8,947
Deployed:All branches + Mobile