PredictIQ Architecture • System Map
End-to-End Real-Time Predictive Pipeline with Automated Feedback & Drift Detection
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01 / Ingestion
02 / Preprocessing
03 / Training
04 / Serving
05 / Monitoring
RAW DATA
FEATURES
REST API
SOCKET
METRICS
LOGS
TRIGGER RETRAINING (AUTOMATED FEEDBACK)
INGESTION
PostgreSQL / CDC
FEATURE STORE
Redis / Transforms
MODEL TRAINER
Docker Container
LIVE API
FastAPI Endpoint
WEBSOCKET
React Client Push
DRIFT MONITOR
Grafana / Alerting
INGESTION ENGINE
Streams high-frequency raw events via PostgreSQL CDC into real-time transformation buffers.
Click any block to examine pipeline specs