Real-Time Data Pipeline
Watch manufacturing data flowing from source systems through our intelligent platform
🏭
MES
● Connecting…
🌡️
EMS
● Connecting…
💧
LIMS · Water
● Connecting…
🧪
LIMS · Stability
● Connecting…
📦
PKG QC
● Connecting…
⚡ Data Ingestion Layer Real-time · Multi-source
✓ Kafka Message Queue
✓ Multi-source Validation
✓ Buffer Management
✓ Stream Processing
0
total records in DB
—
data integrity
🗄️ QDM — Qualisentrix Data Model ● Processing
✓ Schema Validation
✓ Deduplication & Normalization
✓ Data Enrichment
✓ Database Write
—
ingest throughput
—
quality score
🧠 SENTRY — AI/ML Intelligence Engine ● Analysing
✓ XGBoost Modeling & Analysis
✓ Real-time Anomaly Detection
✓ Root Cause Identification
✓ Predictive Insights Generation
0.8 sec/batch
inference time
—
anomalies detected
📊 Dashboard Layer ● Ready
✓ KPI Calculation
✓ Alert Generation
✓ Real-time Metrics
✓ Live Visualization
Live flags
● All systems operational QualiSentrix v1.1