Please enable JavaScript.
Coggle requires JavaScript to display documents.
ElderGaurd Z - System Architecture - Coggle Diagram
ElderGaurd Z - System Architecture
Users
Bank Operator/ Fraud Analyst
Elderly Customer
AI & Analytics Layer (Isolation Forest)
Trained Isolation Forest Model
(isolation_forest.pkl)
Feature Engineering
(From Transaction Data)
Model Prediction
(Anomaly Score)
Risk Assessment
(Model Output + Business Rules)
Data Layer
Customer Data
Transaction History
Assessment Results
Stores new transactions
Stores risk predictions
Used for model feature preparation
Flask
Flask REST API (Port 5000)
Request validation
Transaction processing
Feature preparation
MODEL Interference
Risk assessment logic
Store results in database
Return JSON response
Frontend
View risk assessment results
Submit new transaction
View Transaction details
HTML, CSS, javaScript
Web Dashboard
HTTP/JSON
API Requests