AI & Infrastructure
The Brain & Backbone
Five critical infrastructure components powering the entire Nuqta ecosystem - AI recommendations, API integration, analytics, cloud infrastructure, and security.
99.99%
Uptime
Annual availability target
<100ms
API Latency
P99 response time
<1 hour
Data Recovery
RTO/RPO targets
<15 min
Security Response
Critical incident response
Architecture Layers
PresentationMobile apps, Web apps, Partner portals
API GatewayRabtul - routing, auth, rate limiting
Services500+ microservices - Nuqta, Qist, Hawil, Wasil...
AI/MLAIRA - recommendations, fraud, analytics
DataDataPulse - warehouse, lake, real-time
InfrastructureCloudSync - multi-region, K8s, CDN
SecuritySecureVault - encryption, IAM, compliance
Advanced AI engine powering personalized recommendations, predictive analytics, and intelligent automation across all Nuqta products.
Core Capabilities
Personalized Recommendations
ML-powered suggestions for products, merchants, and offers based on user behavior
95% relevance score40% higher engagementReal-time adaptation
Predictive Analytics
Forecast user actions, churn risk, spend patterns, and lifetime value
85% prediction accuracy30% churn reductionEarly warning system
Fraud Detection
Real-time transaction monitoring with ML-based anomaly detection
<0.01% false positivesSub-second detection$10M+ fraud prevented
Dynamic Pricing
Optimize pricing, promotions, and rewards based on demand and user segments
15% revenue liftAutomated campaignsA/B testing engine
Natural Language Processing
Power chatbots, search, and content understanding across the ecosystem
Arabic + English98% intent accuracyMulti-dialect support
Computer Vision
Document verification, product recognition, and visual search
99.5% OCR accuracyKYC automationVisual search
Tech Stack
TensorFlowPyTorchApache SparkKubernetesRedisElasticsearch