Trim Saw Board Counting
Track Every Board Off the Trim Saw — In Real Time
AI-powered board counting for trim saw operations. Accurate output tracking, cycle analytics, and automatic ERP integration — no manual tallying required.
95%+
Counting Accuracy
Real-Time
Output Tracking
Automatic
Cycle Monitoring
Zero
Manual Tallying
Complete Trim Saw Intelligence
From per-cut counting to production analytics, PalletVision gives you full visibility into trim saw output and performance.
Real-Time Cut Counting
Every board exiting the trim saw is detected and counted automatically. Accurate output tracking without stopping the line.
Output Analytics
Track trim saw output by hour, shift, and day. Compare saw performance and identify production opportunities.
95%+ Counting Accuracy
Trained on real trim saw footage, our models reliably count boards through dust, debris, and variable lighting.
Cycle Time Monitoring
Measure time between cuts to track saw efficiency. Detect slowdowns and maintenance needs before they impact output.
PalletConnect ERP Integration
Trim saw output feeds directly into PalletConnect for material tracking, production reporting, and work order updates.
Downtime Detection
Automatically detect saw stoppages and idle periods. Know exactly when the saw stopped and for how long.
Built for Accuracy
Trim saw environments are tough — sawdust, fast-moving boards, and variable lighting. Our AI is purpose-built for these conditions, delivering reliable counts you can base decisions on.
- Trained on real trim saw production footage
- Handles dust, debris, and lighting changes
- Robust to variable board sizes and cut speeds
- Dashboard accuracy metrics and audit trail
Complete Visibility
Know exactly what your trim saws are producing at every moment. Replace estimates and end-of-shift counts with real-time production data.
- Live dashboard with per-saw board counts
- Cycle time trends and efficiency tracking
- Downtime detection and idle period logging
- Shift comparison and production target views
Seamless PalletConnect ERP Integration
Trim saw output data flows directly into PalletConnect — powering automated production reports, material tracking, and work order management.
Material Tracking
Board counts from trim saws update raw material and WIP inventory in PalletConnect automatically.
Production Reports
Automated shift and daily reports on trim saw output, efficiency, and utilization.
Work Order Linking
Link trim saw output to specific work orders for precise material allocation and job costing.
Customer Voices
What Saw Operations Teams Say
“Board counts were always our blind spot. We knew roughly how many we cut, but PalletVision gave us exact numbers per saw, per shift. Scheduling got a lot easier.”
Tom Becker
Production Director, City Pallets
Frequently Asked Questions
How does PalletVision track trim saw output?+
A camera is positioned to view the trim saw output area. Our AI detects each board as it exits the saw, counting completed cuts in real time regardless of board size or speed.
Can it handle different board sizes from the trim saw?+
Yes. PalletVision detects boards of any width, length, or thickness coming from the trim saw. The system adapts to your specific board types during setup calibration.
Does dust and debris affect accuracy?+
Our models are trained on real trim saw environments including dust, debris, and variable lighting. The system maintains 95%+ accuracy under typical production conditions.
How does it measure cycle times?+
PalletVision tracks the time between successive board detections at the saw output. This gives you average cut cycle time, cycle time trends, and alerts when cycle times drift outside normal ranges.
Does it integrate with PalletConnect ERP?+
Yes. Trim saw board counts, cycle times, and downtime data sync to PalletConnect via API for automated production reporting, inventory updates, and work order tracking.
What cameras do we need?+
Standard IP cameras with RTSP streaming. One camera per trim saw is typically sufficient, positioned to capture the board output area. Existing cameras often work with minor repositioning.
Ready to Track Trim Saw Output Automatically?
See PalletVision’s trim saw counting in action with a personalized demo.