Real-Time Data Pipeline
Watch manufacturing data flowing from source systems through our intelligent platform
🧪
LIMS
2,300 pts/sec
💼
ERP
1,800 evt/min
⚙️
SCADA
8,500 evt/sec
📦
BIMS
420 batches
🏭
MES
5,100 points
⚡ Data Ingestion Layer Real-time · Multi-source
✓ Kafka Message Queue
✓ Multi-source Validation
✓ Buffer Management
✓ Stream Processing
0
data points/sec flowing
99.2%
data integrity
🗄️ QDM — Qualisentrix Data Model ● Processing
✓ Schema Validation
✓ Deduplication & Normalization
✓ Data Enrichment
✓ Database Write
1.2 sec/batch
processing latency
99.8%
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
7
anomalies detected
📊 Dashboard Layer ● Ready
✓ KPI Calculation
✓ Alert Generation
✓ Real-time Metrics
✓ Live Visualization
Live flags
● All systems operational · Site A – Mumbai QualiSentrix v1.1