Access Control
Card Readers
Biometric Devices
Door Sensors
...
Time Clocks
Punch Data
Scheduling
Break Tracking
...
Mobile Apps
Employee Check-ins
Manager Approvals
Self Service
...
Systems
ERP
HRMS
Payroll
...
SCADA/MES
Production Data
Equipment Status
Manufacturing
...
SCADA/MES
Production Data
Equipment Status
Manufacturing
...
Data Collection & Ingestion Hub
Real-time Processing
Multi-source Integration
Enterprise Scalability
<100ms latency • 10K/sec
Data Validation
Schema Validation
Quality Checks
Duplicate Detection
Integrity Verification
Data Enrichment
Master Data Lookup
Contextual Information
Historical Correlation
Geo-location Mapping
Data Transformation
ETL Processing
Aggregation Rules
Time Zone Conversion
Data Modeling
AI/ML Processing Engine
Neural Networks • Random Forest • Deep Learning
92% Overall Accuracy
Attrition Prediction
Neural Networks
Skills Gap Analysis
Random Forest
Demand Forecasting
Deep Learning
Compliance Engine
Labor Laws
Company Policies
Industry Regulations
Business Rules
Workflow Automation
Approval Chains
Escalation Policies
Security Rules
Access Control
Data Privacy
Audit Trails
Executive Dashboards
KPIs
Strategic Metrics
Real-time Monitoring
Analytics & Reports
Trend Analysis
Predictive Insights
Custom Reports
API Gateway
REST APIs
GraphQL
Webhooks
Third-party Integration
Mobile Interface
Employee Portal
Manager Tools
Notifications
External Systems
SAP Integration
Oracle Connectors
Workday Sync
<100ms
Processing Speed
92%
ML Accuracy
99.99%
Uptime
10K/sec
Throughput
System Components
Data Sources
- • Access control systems and biometrics
- • Enterprise systems (SAP, MS Dynamics)
- • Time and attendance devices
- • Mobile applications
- • Production systems (SCADA/MES)
AI/ML Capabilities
- • Attrition prediction (89% accuracy)
- • Skills gap analysis (91% accuracy)
- • Demand forecasting (86% accuracy)
- • Neural networks and deep learning
- • Real-time pattern recognition
Processing Pipeline
- • Real-time data validation
- • Contextual data enrichment
- • ETL and transformation
- • Quality assurance
- • Format standardization
Output Destinations
- • Executive dashboards and KPIs
- • Advanced analytics and reports
- • API gateway for integrations
- • Mobile interfaces
- • External system connectors
