Quality Monitoring

See Where Defects Start Before They Reach the End of the Line

Quality gates catch bad parts, but they do not tell you why a station started failing. Sandhed maps pass/fail rates and SPC data to your 3D floor plan so you can trace defect patterns back to the source station in minutes, not days.

The Problem

Where Things Break Down

When reject rates spike at a quality gate, someone has to investigate which upstream station is responsible. That investigation involves pulling SPC data from one system, production logs from another, and physically walking the floor to inspect equipment. By the time the root cause is found, defective parts have been accumulating for hours. The rework and scrap costs are already locked in.

Root cause investigation takes too long

When a quality gate flags a spike in rejects, the investigation starts with SPC charts, moves to production logs, and ends with a floor walk. Connecting data from three systems to identify the source station takes hours, during which defective parts keep flowing.
4-8 hours average root cause investigation time

Quality data is disconnected from equipment data

Your quality system tracks defects per part type. Your PLC system tracks machine parameters. But nothing connects a torque spec failure at Station 12 to the servo drift on the machine feeding it. The correlation exists, but nobody can see it.
Repeated defects from the same undiagnosed equipment issue

No spatial view of quality across the floor

SPC charts show data per station, but they do not show you the physical relationship between stations. A defect pattern that moves along your production line is obvious on a floor plan, but invisible in a spreadsheet.
Pattern recognition limited to single-station analysis

Our Approach

What Sandhed Does Differently

Sandhed places quality gate status indicators directly on your 3D floor plan. Pass/fail rates, SPC trend data, and defect counts are displayed as color-coded overlays at each checkpoint. When a gate starts showing declining pass rates, the upstream stations are immediately visible in spatial context. You can see which machine feeds that gate, check its sensor data, and correlate equipment health with quality output, all from one view.

Quality Gate Status on 3D Floor Plan

Each quality checkpoint is displayed on your floor plan with color-coded pass/fail indicators. Green, amber, and red status badges let you scan the entire production floor for quality issues in seconds.

Station-Level SPC Overlays

Statistical process control data mapped to individual stations on the floor plan. See control limits, trend direction, and out-of-spec readings as visual overlays on the equipment producing them.

Defect Pattern Visualization

When multiple stations show related quality issues, the spatial layout on the floor plan makes the pattern visible. Trace defect flow from source station through downstream quality gates.

Threshold Alerts for Quality Metrics

Set acceptable ranges for pass rates, defect counts, or SPC parameters. When readings cross your limits, alerts go to the quality team with the station location and relevant data already included.

Quick Assessment

How Exposed Is Your Facility?

Quality Gate Assessment

Answer 3 questions for a quick personalized score and recommendation.

How do you currently monitor quality gate performance across your production floor?
How long does it take to identify the root cause when a quality gate flags a spike in rejects?
Can you connect a quality defect at a gate back to the specific upstream station that caused it?
Expected Outcomes

Results You Can Measure

35%Less scrap and reworkReduction in scrap through earlier detection
70%Faster root cause analysisReduction in quality investigation time
25%Higher first-pass yieldImprovement in first-pass quality rate
4 hrsSetup timeFrom floor plan to live quality monitoring
Based on platform capabilities and industry benchmarks. Results vary by facility.
FAQ

Common Questions

Sandhed connects to your quality data sources via OPC UA, MQTT, or REST APIs. Pass/fail counts, defect rates, and SPC parameters are mapped to specific stations on your 3D floor plan. Each quality checkpoint shows a color-coded badge: green for within spec, amber for trending toward limits, and red for out of spec. You can click any station to see detailed quality metrics and trend charts.

Yes. Because both quality metrics and equipment sensor data are mapped to the same floor plan, you can see them side by side. When a quality gate shows rising reject rates, you can check the upstream equipment's vibration, temperature, and cycle time data to identify whether an equipment issue is causing the quality problem. The spatial layout makes these connections visible.

Any metric that your quality systems expose through standard protocols. Common examples include pass/fail rates per station, defect counts by category, SPC measurements (Cp, Cpk, control chart data), torque verification results, dimensional measurements, and visual inspection outcomes. The platform handles numeric data from any connected source.

You configure high and low thresholds for any quality parameter on any station. When a metric breaches a threshold, Sandhed creates an alert with the station location, metric value, and threshold setting. The alert goes to subscribed users via email and shows as a real-time notification in the platform. Alerts auto-resolve when the metric returns to the normal range.

Yes. Sandhed is designed to visualize quality data, not replace your quality management system. It reads data from your existing sources and adds the spatial context that standalone SPC tools lack. Your quality team continues to use their familiar tools for detailed analysis while using Sandhed to see where quality issues are emerging across the floor.

See Your Quality Gates on the Floor Plan

We will model your actual floor plan and show you how Sandhed maps quality gate data to your specific production layout. No generic demo.