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Manufacturing Machine Monitoring Blog
How Owner/Operator MFG Wins with Real Time Machine Data


Machine Monitoring: Real-Time Visibility That Saves the Shift
Machines monitoring that protects the shift by cutting time-to-awareness and response delay. Learn states, workflows, evaluation checks, and rollout steps.
Matt Ulepic
2 days ago


Mistakes in OEE Calculation: Stop Hiding Downtime
Common mistakes in OEE calculation hide downtime and inflate performance. Learn the definition traps that mislead CNC shops and a quick checklist to audit your OEE.
Matt Ulepic
2 days ago


OEE Calculation Formula: Availability Math for CNC Shops
Learn the OEE calculation formula with a practical focus on Availability. Define planned time, downtime, and run time so your OEE holds up across shifts.
Matt Ulepic
2 days ago


Manufacturing Equipment Maintenance System for CNC Shops
A practical guide to selecting and rolling out a manufacturing equipment maintenance system that links downtime to work orders for real shift visibility.
Matt Ulepic
2 days ago


OEE How to Calculate (CNC Shop Step-by-Step)
OEE how to calculate for CNC job shops: choose the right time base, compute Availability, Performance, Quality, then convert OEE into minutes and capacity loss.
Matt Ulepic
2 days ago


Machine Downtime: Hidden Costs in CNC Job Shops
Machine downtime drains capacity and margin through overtime, expediting, scrap, and late shipments. Use a simple cost worksheet to quantify losses by cell and shift.
Matt Ulepic
3 days ago


Preventive vs Predictive Maintenance for CNC Shops
Preventive vs predictive maintenance: choose based on downtime patterns. Use accurate downtime capture by shift to decide what reduces surprise stops first.
Matt Ulepic
3 days ago


CNC Machine Maintenance: Build a Schedule That Prevents Downtime
A cnc machine maintenance schedule that prevents downtime must be built from real runtime exposure and repeat stoppage evidence—not calendar-only PMs.
Matt Ulepic
3 days ago


Downtime Machine: Common Causes in CNC Shops
Downtime machine causes: diagnose hard stops, waiting, and micro-stops across shifts. Learn symptoms, mislabels, data to capture, and fast first responses.
Matt Ulepic
3 days ago


How to Calculate OEE Formula (Without Bad Downtime Data)
How to calculate oee formula: Availability × Performance × Quality. Avoid time-base and downtime classification errors so the number points to real capacity loss.
Matt Ulepic
3 days ago


Machine Downtime Tracking: Recover CNC Capacity Fast
Track CNC downtime in real time to expose hidden idle time by shift, reduce response delays, and convert recovered minutes into usable capacity—without heavy IT.
Matt Ulepic
4 days ago


Factory Machine Predictive Maintenance Software
Stop Breakdowns by Catching Repeat Stops Early
Matt Ulepic
4 days ago
Machine Data insights
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FAQ
Because it’s explainable and saves time.
Most manufacturers want to know early if something is in the right ballpark — we respect that.
No long-term contracts or lock-ins.
Pricing is per machine and scales as your operation changes.
No.
The AI Production Assistant is included — there’s no separate AI tier or upgrade.
No.
Pricing is transparent, but every setup starts with a short walkthrough to confirm fit and configuration.
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