Gage R&R Analytics

Gage GR&R Analytics for Electronics & EMS Manufacturing

Ensure the reliability, repeatability, and reproducibility of your test equipment before deploying into mass production.

Gage R&R Analytics

Check your test equipment repeatability and reproducibility (GR&R) 

  • Check your tested parameters Consistency

  • Check your Process Standard Deviation

  • Check  Differences Between Operators

  • Make sure that your test equipment is qualified and ready for mass manufacturing

Gage R&R module

Gage GR&R Analytics

Through our innovative Gage R&R Analytics system, we’ll help you qualify your test equipment for mass production. 

With this tool, you can generate a detailed statistical report that grades each test equipment according to its readiness for mass production.

Contributions based on variance

Contribuitions based on variance

The Gage R&R module analyzes the Repeatability & Reproducibility of the testing station: 

  • The amount of testing station variation compared with the process variation.
  • The amount of variation in the testing station that is due to operator influence.
  • The testing station ’s capability to identify different parts
Variant components chart

Variance components chart

The QualityLine The Gage R&R module uses ANOVA and Average and Range methods to the following  measurement error components:

  1. Repeatability
  2. Reproducibility
  3. Part-to-part variation

TECH SPECS

Any types of data

ANY saved manufacturing data sources

Manual data

Data From Machines

Testing stations

Data from Sensors

Data can be created and saved:

In QualityLine cloud
In the customer’s private cloud
On premise

No changes

in your existing data structures
are requiredare required

We will collect, harmonize and unify your data

Data visualization in a BI Analytics

TECH SPECS

Any types of data

ANY saved manufacturing data sources

Manual data

Data From Machines

Testing stations

Data from Sensors

Data can be created and saved:

In QualityLine cloud
In the customer’s private cloud
On premise

No changes

in your existing data structures
are requiredare required

We will collect, harmonize and unify your data

Data visualization in a BI Analytics

WHY IS IT IMPORTANT?

Data integration involves combining data residing in different sources
and providing users with a unified view of them.
This process becomes significant in a variety of situations, which include both
from engineering and testing to repair of faulty products.

Why Gage GR&R Matters in Electronics Manufacturing

In electronics and EMS production, testing station performance directly affects product quality, defect rates, and consistency across lines and sites. Gage GR&R analytics help ensure that every test station provides stable and repeatable measurements, enabling reliable production decisions.

Validate Testing Equipment Accuracy & Stability

QualityLine automatically analyzes Gage GR&R parameters to ensure your measurement system is qualified for high-volume manufacturing.

What We Analyze:

• Repeatability (equipment consistency)
• Reproducibility (operator consistency)
• Measurement variation components
• Standard deviation & variance breakdown
• Out-of-control or unstable test stations
• Trends, drifts, and shifts across equipment

Clear Classification of Test Station Quality

Acceptable Test Stations

% GRR < 10%

Provide reliable measurement quality for operational use.

Conditionally Acceptable

10% < % GRR < 30%

May be usable depending on the application; requires careful evaluation.

Not Acceptable

% GRR > 30%

Measurement system variation is too high and must be corrected before use.

Advanced Analytics for Reliable Testing

Gage GR&R Reports

Visual dashboards showing performance by:

  • Test type
  • Model
  • Station
  • Operator
  • Time period

Contributions Based on Variance

Breakdown of measurement variation by:

  • Equipment
  • Operator
  • Environment
  • Part
  • Interaction of variables

Variance Components Chart

Identify root causes of measurement error and performance drift.

Improve Quality, Reduce Cost & Prevent Failures

With stable measurement systems, manufacturers gain:

• Fewer false failures
• More reliable defect detection
• Stronger validation of testing equipment
• Better decision-making for quality & yield
• Reduced waste and scrap
• Higher product reliability

Tech Specs

✓ Accepts any data type
✓ Works with saved manufacturing data sources
✓ Supports manual + machine data
✓ Integrates with ERP/MES/CRM
✓ Supports SLA, MTBF, DOA, RMA analytics
✓ No changes needed to existing infrastructure

Why It's Important

Gage GR&R analytics ensure that your measurement systems are capable, consistent, and ready for mass production. Reliable test data prevents defective products from slipping into the market and protects your brand reputation.

Frequently Asked Questions

What is Gage GR&R in manufacturing?

Gage GR&R measures the repeatability and reproducibility of test equipment to ensure stable and accurate measurements.

Why is GR&R important for electronics production?

Electronics manufacturing relies on highly accurate testing systems; GR&R prevents false failures and undetected defects.

Can QualityLine generate automated GR&R charts?

Yes. QualityLine automatically produces full GR&R dashboards, charts, and variance reports.

Does it integrate with MES/ERP systems?

Yes — QualityLine connects with major systems without requiring API or hardware changes.

How often should GR&R be evaluated?

Most manufacturers run GR&R analyses monthly or after any equipment, process, or operator change.

Contact Us

Ensure reliable, repeatable, and reproducible test equipment performance with QualityLine's automated Gage GR&R analytics.

Schedule Your Demo Today