System Architecture

AI Intelligence Layer

• Natural Language Understanding

• Contextual Decision Engine

• Spending Optimization Models

Orchestration Layer

• Merchant and platform routing

• Category validation and prioritization

• Recommendation optimization

Payment Integration Layer

• Payment gateway APIs

• Subscription management systems

• Transaction monitoring and tracking