🏭 Data & Analytics for Manufacturing
Drive efficiency. Predict disruptions. Optimize your operations.
Manufacturing companies generate massive volumes of data — from production lines and maintenance logs to ERP and supply chain systems. At Crafting Bytes, we specialize in transforming that data into clear, actionable insights using Databricks, Power BI, and modern machine learning.
Whether you're optimizing yield, reducing downtime, or improving on-time delivery, our solutions are designed with one thing in mind: measurable impact on the factory floor.
🔧 Common Solutions We Build for Manufacturers
⏱️ Production Line Efficiency Dashboards: Visualize throughput, downtime, schedule adherence, and bottlenecks in real time. Spot inefficiencies before they cost you.
🔧 Predictive Maintenance Models: Use sensor data, time-between-failure, and maintenance logs to predict equipment failures before they happen — reducing unplanned downtime and repair costs.
🧮 Material Yield & Cost Variance Analysis: Track actual vs. expected consumption and costs at a granular level. Identify waste, formulation issues, or vendor quality problems with a click.
🚚 Supply Chain Visibility: Combine data from ERP, vendors, and fulfillment to forecast delays, optimize inventory, and track vendor performance.
📊 Executive Dashboards: From the shop floor to the boardroom, deliver tailored dashboards with KPIs like OEE, order fill rate, scrap rate, and labor productivity.
🔍 Quality Issue Detection: Use historical and real-time data to identify anomalies in production runs, flag quality concerns, and recommend corrective actions.
🧱 Built for Manufacturing Tech StacksWe integrate with the systems you already use:
📈 What Our Manufacturing Clients Achieve
👷 Why Crafting Bytes?
👋 Let’s Build Smarter Manufacturing TogetherYour data has the power to transform operations. Let us show you how.
👉 Book a Manufacturing Strategy Session
Drive efficiency. Predict disruptions. Optimize your operations.
Manufacturing companies generate massive volumes of data — from production lines and maintenance logs to ERP and supply chain systems. At Crafting Bytes, we specialize in transforming that data into clear, actionable insights using Databricks, Power BI, and modern machine learning.
Whether you're optimizing yield, reducing downtime, or improving on-time delivery, our solutions are designed with one thing in mind: measurable impact on the factory floor.
🔧 Common Solutions We Build for Manufacturers
⏱️ Production Line Efficiency Dashboards: Visualize throughput, downtime, schedule adherence, and bottlenecks in real time. Spot inefficiencies before they cost you.
🔧 Predictive Maintenance Models: Use sensor data, time-between-failure, and maintenance logs to predict equipment failures before they happen — reducing unplanned downtime and repair costs.
🧮 Material Yield & Cost Variance Analysis: Track actual vs. expected consumption and costs at a granular level. Identify waste, formulation issues, or vendor quality problems with a click.
🚚 Supply Chain Visibility: Combine data from ERP, vendors, and fulfillment to forecast delays, optimize inventory, and track vendor performance.
📊 Executive Dashboards: From the shop floor to the boardroom, deliver tailored dashboards with KPIs like OEE, order fill rate, scrap rate, and labor productivity.
🔍 Quality Issue Detection: Use historical and real-time data to identify anomalies in production runs, flag quality concerns, and recommend corrective actions.
🧱 Built for Manufacturing Tech StacksWe integrate with the systems you already use:
- Microsoft Dynamics / AX
- SAP / Oracle ERP
- SQL Server, Historian, or IoT sensor databases
- MES and SCADA systems
- Databricks, Power BI, Dyanmics F&O, SAP, Azure, and AWS
📈 What Our Manufacturing Clients Achieve
- 25% improvement in production schedule accuracy
- 20% reduction in material waste through better cost modeling
- Automated daily dashboards across 10+ plants
- Live alerting on machine status and job performance
👷 Why Crafting Bytes?
- 🏭 Deep Industry Experience – We know how manufacturers operate — and where data can drive ROI.
- ⚡ Fast Turnaround – Build dashboards and ML models in weeks, not quarters.
- 🧠 Full-Stack Solutions – We handle everything from raw ingestion to dashboards and GenAI tools for operations.
- 🤝 Trusted Partnership – We don’t just deliver — we collaborate. Think of us as an extension of your team.
👋 Let’s Build Smarter Manufacturing TogetherYour data has the power to transform operations. Let us show you how.
👉 Book a Manufacturing Strategy Session