RAILES Data Fabric
One source of truth for your entire factory. Connect every system. Trust every number.
RAILES Data Fabric consolidates ERP, MES, IoT, and operational data into a single source of truth, enabling real-time insights, advanced analytics, and AI-driven manufacturing decisions.
Key Benefits
Optimized Operations
Delivers actionable information to reduce downtime, minimize defects, and improve yield.
Better Decision Making
Analyze production trends by shift, actual vs. target, and defect root causes giving managers clarity to increase throughput with confidence.
Improved Efficiency
Eliminates manual paperwork and spreadsheet reconciliation, freeing your teams to focus on production, not data entry, and enabling faster production cycles.
Compliance & Traceability
Maintains a complete "as-built" record for regulatory compliance and full product genealogy tracing, every operator, parameter, batch, and process step, always audit-ready.
Everything your operation needs, connected.
From shift supervisor to C-suite: every stakeholder gets the data they need, without waiting for IT, without manual exports, without guessing.
Data Consolidation
Collects and unifies data from all sources into one governed, queryable platform.
Production Analysis by Shift
Deep analysis of production by shift, actual versus target output, and defect root causes, giving supervisors and managers the clarity to act.
Dimensions of Analysis
Information organized across predefined manufacturing dimensions, from Facility, Area, Step, and Time, so every report, every drill-down, and every KPI is anchored in the operational structure.
OEE & Performance Tracking
Full visibility into Overall Equipment Effectiveness and downtime reasons across shifts, lines, and plants with live dashboards and drill-down from plant level to individual machine.
MES + ERP Integration
Connects shop floor MES data with ERP business data for a holistic view of the entire manufacturing process starting from raw material procurement to finished goods delivery.
Quality & Traceability
Full batch and serial traceability from raw material to finished goods. Every audit question answered in seconds, with full operator, parameter, and process history.
Self-service for All Teams
A semantic business layer translates technical data models into plain language, so production managers and quality engineers build their own reports without IT involvement.
Predictive & AI Analytics
Machine learning models trained on your historical sensor and production data enable predictive maintenance, demand forecasting, and anomaly detection at scale.
A scalable 4-layer foundation.
RAILES Data Fabric is built on proven data engineering practices, designed to scale from one plant to a global enterprise without rebuilding from scratch.
Data Sources
Integration Pipeline
Centralized Warehouse
BI & Advanced Analytics
Connects your shop floor to your decision-making in real time.
Industrial expertise first
We understand production planning, shift patterns, quality systems, and maintenance workflows, not just data engineering. Your warehouse is modelled around how manufacturing actually works.
Modular and customizable
Fully optimized for RAILES MES, but designed to connect with any software stack: ERP, SCADA, CMMS, quality platforms, legacy systems. Enterprise-wide analytics from day one.
Easy to integrate with ERP and automation systems
Pre-built connectors and industrial-specific data models mean you start seeing value fast.
AI-powered insights built in
Beyond consolidation, RAILES layers machine learning and AI-driven models on top of your structured data, turning a reporting tool into a predictive, prescriptive analytics engine.
Scalable across plants and lines
Start with one line or one data domain. The architecture grows, new plants, new sources, new AI capabilities.
Know more about RAILES Technologies
See RAILES Data Fabric in Action
Join manufacturers turning scattered data into a single source of truth.