What we provide
Data Integration Across Manufacturing Systems
Combine data from different manufacturing systems (e.g., ERP, MEp, CRM) for unified analysis and decision-making
ETL for Production Data
Develop ETL pipelines to ensure the smooth flow of data from machines, production lines, and warehouses, ensuring real-time insights
Manufacturing Data Warehousing
Build centralized data warehouses to store and manage large volumes of production, quality, and supply chain data for long-term analysis
Real-Time Data Processing
Implement real-time data processing for instant monitoring of production, equipment health, and supply chain performance
IoT Integration
Integrate data from IoT-enabled devices (e.g., sensors, smart machines) to monitor factory operations, equipment status, and environmental conditions in real-time
Production Efficiency & Yield Analysis
Use data to analyze production processes, identifying bottlenecks and inefficiencies to optimize yield and reduce downtime.
Demand Forecasting
Analyze historical sales and market trends to predict future demand, optimizing production schedules, and inventory levels.
Supply Chain Optimization
Leverage data to enhance supply chain performance, reducing lead times, costs, and disruptions in the procurement and delivery process.
Quality Control Analytics
Monitor production quality using data to detect defects and variations, improving overall product quality and reducing waste.
Cost Reduction & Operational Insights
Analyze operational data to identify cost-saving opportunities in areas such as energy usage, material sourcing, and labor efficiency.
Predictive Maintenance
Implement ML models to predict machine failures, reducing downtime and extending the lifespan of manufacturing equipment
Production Line Optimization
Use machine learning to optimize production schedules, reducing idle time and ensuring resources are utilized efficiently.
Defect Detection
Apply machine learning algorithms for real-time defect detection during production, ensuring quality control without slowing down operations.
Demand Planning & Inventory Management
Use ML to forecast demand more accurately, optimizing inventory and reducing overstock or stockouts.
Anomaly Detection
Detect anomalies in machine performance, production processes, or supply chain operations to prevent costly errors or downtime.
Production Process Simulations
Use generative AI to simulate production processes, testing different setups and configurations to find the most efficient solutions.
Automated Reporting
Automatically generate detailed production and performance reports, helping managers make data-driven decisions in real time.
Product Design & Prototyping
Leverage generative AI to create innovative product designs and prototypes, speeding up the design process and reducing costs.
Supply Chain Scenario Modeling
Generate multiple scenarios for potential supply chain disruptions, helping manufacturers prepare for various outcomes and mitigate risks.
Resource Allocation Optimization
Use AI to optimize the allocation of materials, labor, and machinery based on production needs, reducing waste and improving efficiency.
Why Neostats is the perfect fit for your Manufacturing Data needs
01
Our Reusable Data Model
empowers manufacturers with real-time data integration, delivering immediate insights across production, equipment, and supply chains. With seamless integration into your existing systems, it ensures live visibility into critical metrics, allowing for fast, data-driven decisions.
02
Built for flexibility
the model is reusable across various processes—optimizing production lines, monitoring equipment, or streamlining supply chains—offering long-term value. Pre-built fabric pipelines ensure smooth, automated data flow, reducing manual work and improving operational efficiency.
03
Customization dashboards
deliver actionable insights, tailored to your KPIs, from real-time monitoring to predictive maintenance and quality control.
What we bring to the table
One-Stop Solution
We offer a comprehensive suite of solutions, from real-time analytics and machine learning to generative AI, empowering manufacturers to optimize every stage of production.
Industry 4.0 Ready
Fully aligned with Industry 4.0 standards, our solutions ensure future-proof operations with advanced smart manufacturing capabilities.
Seamless Connectivity
We bridge the gap between your PLM, MES, and other systems, providing end-to-end data integration for smarter, faster decision-making.
Advanced Analytics
Gain actionable insights with our powerful analytics tools to improve efficiency, quality, and reduce downtime across your manufacturing operations.
Machine Learning for Predictive Maintenance
Use our machine learning models to predict equipment failures before they happen, ensuring uninterrupted production.
Generative AI for Innovation
Leverage generative AI to simulate production scenarios, optimize designs, and enhance product development.
Domain Expertise
With deep industry expertise, we understand the unique challenges of manufacturing and provide tailored solutions to meet your specific needs.
