Pipeline Simulation
System architecture flowchart: External Inputs → FastAPI Core → Gatekeeper → Gemini Report → Dashboard.
Pilot batch
5 impeller images
Drop files or click
Process data
Telemetry
6-axis PLCHistorical data
MongoDB AtlasFastAPI
Model 1: filter
EfficientNet + Grad-CAM
↓ If OK: Bypass to GatekeeperIf Defect: Route to M2 →
Model 2: categorize
ResNet18
Model 3: root cause
XGBoost
Gemini: structure
Root cause as clean JSON
Pilot-batch gatekeeper
GO, ADJUST or CRITICAL STOP
EVALUATING GATE
Gemini: incident report
3-sentence supervisor summary
Next.js dashboard
Status, heatmaps, quarantine