What is FactEyes manufacturing analytics platform?

FactEyes is a cloud-based manufacturing intelligence platform by Micrologic that provides real-time OEE monitoring, statistical process control (SPC), bottleneck analysis, predictive maintenance, and AI-driven production insights powered by Azure and Power BI.

What analytics does FactEyes provide for manufacturing?

FactEyes provides OEE dashboards, SPC analysis (Cp/Cpk/Cg/Cgk), bottleneck analysis, gauge R&R studies, first pass yield tracking, cycle time analysis, energy analytics, defect and scrap tracking, condition monitoring, and inventory/WIP optimization.

What technology stack does FactEyes use?

FactEyes uses Azure cloud infrastructure including Azure Data Factory for ETL, Azure Stream Analytics for real-time data, Databricks for large-scale processing, Azure SQL for secure storage, and Power BI for interactive visualization and dashboards.

How does FactEyes help with predictive maintenance?

FactEyes integrates with IoT sensors (vibration, temperature, pressure) to provide real-time condition monitoring, AI-powered anomaly detection, and predictive failure alerts — enabling maintenance teams to act before equipment failures occur.

Can FactEyes integrate with existing manufacturing systems?

Yes, FactEyes integrates with existing IoT sensors, ERP systems, MES platforms, PLCs, and databases through Azure Data Factory ETL pipelines, providing a unified analytics layer without replacing existing infrastructure.

Digital Transformation for Smart Manufacturing

Accelerate your Industry 4.0 journey with FactEyes — a cloud-based manufacturing analytics platform delivering real-time OEE monitoring, statistical process control, predictive maintenance, and AI-driven production insights powered by Azure and Power BI.

FactEyes Architecture and Capability

End-to-end manufacturing data pipeline — from IoT sensor collection through Azure cloud processing to real-time Power BI visualization and actionable insights.

Data Sources

IoT sensors, ERP, MES, databases

Ingestion

Azure Data Factory ETL & Stream Analytics

Processing

Databricks for large-scale data transformation

Storage

Azure SQL, secure data lake & warehouse

Visualization

Power BI dashboards via FactEyes platform

Advanced Manufacturing Analytics & Reporting

Transform raw production data into actionable manufacturing insights with integrated Power BI dashboards and the FactEyes intelligence platform.

Power BI Manufacturing Dashboards

Interactive Real-Time Dashboards

Real-time data refresh from production floor
Custom manufacturing KPI tracking
Multi-layered drill-down analysis
Mobile-responsive design for shop floor

FactEyes Manufacturing Intelligence

AI-Powered Production Analytics

Industry-specific analytics modules
Customizable manufacturing workflows
Native Azure cloud integration
AI-powered predictive analytics

Instant Insights

Sub-second query performance for production data

Secure Access

Role-based permissions with enterprise security

Unlimited Scale

Cloud-native architecture on Azure platform

Predictive AI

Machine learning for maintenance and quality

Comprehensive Manufacturing Analytics Suite

Industry-standard metrics including OEE, SPC, Cpk, gauge R&R, and custom analytics tailored to your manufacturing processes and quality requirements.

OEE Dashboard

Overall Equipment Effectiveness tracking with real-time availability, performance, and quality metrics for continuous production optimization.

Real-time OEE calculation across all equipment
Downtime categorization and root cause analysis
Production efficiency trends and benchmarking

SPC Analysis

Statistical Process Control with Cp, Cpk, Cg, and Cgk process capability indices for comprehensive quality management and compliance.

Cp/Cpk process capability analysis
Cg/Cgk gauge capability studies
X-bar R and control chart monitoring

Bottleneck Analysis

Identify production constraints and optimize throughput with AI-powered bottleneck detection and capacity planning tools.

Automated constraint identification
Throughput optimization recommendations
Predictive maintenance alerts integration

EOL Repeatability

End-of-line test repeatability analysis ensuring consistent quality validation across production runs

Test-retest correlation analysis
Measurement variability tracking
Precision and accuracy monitoring

Defect & Scrap Analytics

Comprehensive defect tracking and scrap reduction analytics for cost optimization

Pareto analysis by defect type
Scrap cost tracking per unit
Root cause correlation mapping

Condition Monitoring

Real-time IoT sensor-based equipment health monitoring for predictive maintenance

Vibration analysis patterns
Temperature anomaly monitoring
Predictive failure detection

Gauge R&R Studies

Measurement system analysis for repeatability and reproducibility compliance

Operator variation study
Equipment calibration tracking
MSA compliance reporting

First Pass Yield

Track production quality at first attempt to minimize rework and improve efficiency

Station-by-station FPY analysis
Yield trend visualization
Quality improvement tracking

Cycle Time Analysis

Detailed cycle time monitoring against takt time for production optimization

Process step timing breakdown
Takt time comparison analysis
Efficiency gap identification

Energy Analytics

Monitor and optimize energy consumption patterns for sustainable manufacturing

Real-time power consumption
Cost per unit energy analysis
Sustainability metrics dashboard

Inventory & WIP Tracking

Work-in-progress and inventory level optimization for lean manufacturing

Real-time WIP visualization
Buffer stock optimization
Inventory turnover ratio

Live Data Streaming

Real-Time Manufacturing Analytics Engine

Monitor your production floor with millisecond-level data updates. Our live analytics engine processes streaming data from IoT sensors, PLCs, machines, and quality systems to deliver instant actionable insights for operators and managers.