What types of production metrics does PalletVision provide?

PalletVision provides daily production counts, hourly breakdowns, production calendars, per-camera counts, zone-level metrics, production leaderboards with target tracking, and accuracy trends. All data can be filtered by date, camera, zone, and shift.

How accurate is the AI counting system?

PalletVision consistently achieves 90%+ accuracy across most camera setups. Every count is reviewable — customers can view production videos and submit feedback on each clip. Our accuracy tracking system monitors trends per camera and model, allowing us to continuously improve.

Can customers verify the AI-generated counts?

Yes. PalletVision includes a built-in review and feedback system where customers can watch production video clips and verify counts. The system tracks AI Count, Missed, Extra, and Total metrics per camera so accuracy is fully transparent.

Does PalletVision integrate with our existing ERP system?

PalletVision integrates directly with PalletConnect ERP, syncing production counts automatically. Data can also be exported as flat files for use with other systems. The integration eliminates manual data entry and ensures your ERP always has up-to-date production data.

How long does it take to set up PalletVision?

Setup involves installing a compact edge device (like a Mac Mini), connecting to your camera feeds, configuring zones and stations, and calibrating the AI models for your environment. We can also supply cameras if needed. Most deployments are operational within days.

What happens if a camera goes down or has poor visibility?

PalletVision monitors camera health and accuracy trends continuously. If a camera shows declining accuracy or goes offline, the system flags it immediately so your team can investigate. Zone-level metrics help identify operational issues before they impact production tracking.

Analytics & Insights

Production Metrics That Drive Decisions

From daily totals to per-camera breakdowns, PalletVision gives your team the production data they need — automatically captured, beautifully visualized, and always accurate.

Schedule a Demo Contact Sales

Production Metrics

Every metric your production floor needs

PalletVision captures production data automatically from your cameras and presents it through intuitive dashboards — daily totals, hourly trends, calendars, leaderboards, and more.

Daily Production Counts

Get a complete breakdown of your daily production across all stations — built, repaired, dismantled, board, and trim saw counts. Filter by date range, cameras, zones, and shifts. Export flat files for your records.

Hourly Production Breakdown

Visualize production output by hour across the entire day. Stacked bar charts show contributions from each operation type — helping you identify peak hours, shift transitions, and potential bottlenecks.

Stacked bar chart showing hourly production counts by operation type throughout the day

Production Calendar

A month-at-a-glance view of your production floor performance. Color-coded days show whether targets were met, exceeded, or missed. Paired with a daily production summary and efficiency gauge.

Per-Camera Production Counts

Drill down into individual camera performance. See hourly output for each camera and station, making it easy to pinpoint which stations are underperforming or exceeding expectations.

Per-camera hourly production chart for dismantling station showing output distribution

Production Leaderboard

Track progress toward daily targets for every station. See actual vs. target counts, percentage of target achieved, and how many units remain. Quickly identify which lines are on track and which need attention.

Zone-Level Metrics

Monitor production zones with efficiency gauges, current vs. target comparisons, and trend indicators. Each zone card shows whether performance is improving or declining compared to the last period.

Production zone cards with efficiency percentages, target comparisons, and trend indicators

Review & Feedback

Transparency you can count on

PalletVision lets your team review production videos and provide feedback on every count. This builds transparency and confidence — you can be rest assured that PalletVision provides metrics you can count on.

Video Review System

Review every production clip

Customers can view their production videos and share feedback on each clip. The system shows AI Count, Total Missed, Total Extra, Total Count, Count Variance, and Model Accuracy — all at a glance.

Review entries showing production video clips with AI count overlays and accuracy metrics including 91.28% model accuracy

Camera-Wise Accuracy

Detailed per-camera breakdown

See accuracy analytics for every camera — AI Count, Missed, Extra, Total, Count Variance, and Model Accuracy. Filter by review date, production date, and camera to drill into any station.

Camera-wise accuracy analytics table showing per-camera metrics including AI count, missed, extra, and model accuracy percentages

Review production videos anytime

Submit feedback on each clip

Track accuracy per camera

Full count transparency

Accuracy Trends

Track accuracy across every model and camera

PalletVision tracks accuracies for each model and each camera. This way we can quickly identify any operational issues and resolve them as soon as possible.

AI Count vs. Human-in-the-Loop (HIL) Count trends over time
Per-camera and per-model accuracy monitoring
Quickly identify declining accuracy before it impacts operations
Continuous model improvement driven by real production data

See Accuracy Tracking Live

Actual vs. AI Count Trends

AI Count closely tracks Human-in-the-Loop (HIL) Count, demonstrating consistent model accuracy over time

Line graph showing AI Count closely tracking HIL Count over a week, demonstrating high model accuracy

90%+

Avg Accuracy

24/7

Monitoring

Real-time

Alerts

ERP Integration

PalletConnect ERP Integration

Production data becomes significantly more useful when it flows directly into your ERP. PalletVision integrates seamlessly with PalletConnect, syncing production counts automatically so your business systems always have the latest data.

PalletVision

Auto Sync

PalletConnect

Automatic Sync

Production counts flow into PalletConnect automatically — no manual data entry required.

Flat File Export

Export production data as flat files for use with any ERP or business intelligence system.

Real-Time Data

Your ERP always has the latest production numbers, enabling faster and better decisions.

Zero Manual Entry

Eliminate manual counts and data entry errors. Let AI handle the numbers.

Frequently Asked Questions

How it all works

Everything you need to know about PalletVision production metrics and how they can transform your operations.

PalletVision uses AI-powered computer vision models running on edge hardware connected to your camera network. The system detects and counts pallets, boards, and other items in real time as they move through your production lines — no manual tallying required.

Have more questions? We'd love to help.

Track accuracy across every model and camera

PalletVision tracks accuracies for each model and each camera. This way we can quickly identify any operational issues and resolve them as soon as possible.

AI Count vs. Human-in-the-Loop (HIL) Count trends over time

Per-camera and per-model accuracy monitoring

Quickly identify declining accuracy before it impacts operations

Continuous model improvement driven by real production data