Platform

AI Manufacturing Quality Analytics

AI-Powered Manufacturing Quality Analytics for Electronics and SMT

QualityLine connects any type of manufacturing data — from SMT machines, inspection systems, test stations, repair records, MES, ERP, sensors, and manual data — into one analytics layer.

So your team can detect quality issues, improve yield, reduce failures, and find root causes faster.

No hardware installation Works with existing data Integration handled by QualityLine Historical & live data NDA before data sharing

QualityLine dashboard showing first time yield, throughput, failure rate, failed quantity, and critical assemblies for electronics manufacturing.
What QualityLine Does

Turn disconnected manufacturing data into clear quality intelligence

QualityLine helps quality, process, and operations teams see what is happening across production — without checking every machine, report, and system separately. It connects the data your factory already has and reveals the patterns behind yield loss, failures, process drift, retests, repairs, and downtime.

STEP 01

Connect data

Bring together machine, inspection, test, repair, MES, ERP, sensor, and manual data.

STEP 02

Find patterns

Detect defect patterns, yield drops, process drift, risky assemblies, failure correlations, repair loops, and recall risk.

STEP 03

Act faster

Use dashboards, alerts, reports, and traceability to focus on the right issue first.

The Core Problem

Your factory has the data. The problem is that it is disconnected.

Most manufacturers already collect a lot of quality and production data. Each system sees one piece — but when that data stays separate, teams only see part of the story.

Data Lives In Silos
Pick & Place
AOI
ICT
SPI
Flying Probe
X-Ray
Reflow
FCT
Repair
MES
ERP
Sensors
Manual Data

Each system answers its own question. None of them talk to each other.

So These Stay Hard To Answer
  • Why did yield drop?
  • Which process is drifting?
  • Which assembly is becoming risky?
  • Which machine or station is causing repeated failures?
  • Which issue could lead to future customer returns or recalls?

QualityLine connects these signals so teams can move from manual investigation to faster, data-based decisions.

How It Works

How QualityLine works

QualityLine keeps the process simple for your team.

1

We integrate and collect the data

QualityLine connects to your available manufacturing data — historical, live, machine, test, repair, MES/ERP, sensor, or manual records — and handles the integration for you.

2

QualityLine connects and analyzes it

The QualityLine team handles the integration process and structures the data into one connected analytics layer.

3

Your team sees where to act

QualityLine shows the patterns, risks, and quality signals that help teams improve yield, reduce failures, and find root causes faster.

Existing Data SourcesQualityLineAI Quality InsightsDashboards, Alerts & Reports
Connected Data Sources

Connect any type of manufacturing data

QualityLine works with the data your factory already has. No hardware installation is required. It can connect machine, inspection, test, repair, MES, ERP, sensor, and manually recorded data.

Pick & Place AOI ICT SPI Flying Probe X-Ray Reflow FCT Repair MES ERP Sensors Manual Data

QualityLine is especially strong for electronics, SMT, PCB assembly, EMS, automotive electronics, and medical device manufacturing — but it can support any manufacturing environment where quality data is available.

The Software

See quality performance in one place

QualityLine gives teams a clear view of the quality metrics that matter most — from yield and failure rate to critical assemblies, retests, repairs, downtime, and product quality trends.

Instead of switching between different systems and reports, teams can monitor quality performance from one connected view.

Monitor first-time yield, throughput, failure rate, failed quantity, and critical assemblies from one dashboard.

AI Analytics & Root Cause

Find quality issues faster

QualityLine helps engineers move from “something is wrong” to “this is where we need to investigate.”

The software analyzes connected production and quality data to surface the signals that matter most:

  • Defects analysis and patterns
  • Process drift
  • Yield drops
  • Retest patterns
  • Automatic root cause analysis
  • Cross correlation of parameters
  • Overall Equipment Efficiency
  • Recall prediction

This helps teams understand where failures are concentrated and which issue should be investigated first.

QualityLine OEE analytics screen showing overall equipment efficiency and performance patterns for manufacturing quality analysis.

Surface OEE and performance patterns to quickly see where efficiency and quality risk are concentrated.

Compare Analytics

Compare performance across products, stations, and processes

Quality problems are not always visible in one report. QualityLine helps teams compare performance across assemblies, testing stations, production periods, and process areas — making it easier to see where performance is changing and where quality risk is growing.

  • First-time yield
  • Failure rate
  • Failed quantity
  • Throughput
  • Testing station performance
  • Retest patterns
  • Repair patterns
  • Assembly-level trends
QualityLine X-Ray analytics screen comparing inspection results across assemblies and testing stations.

Compare inspection and test performance across assemblies, stations, and processes to spot where quality is changing.

Dashboards · Alerts · Traceability

Dashboards, alerts, and traceability in one workflow

QualityLine helps teams see what is happening, get alerted when risk appears, and trace issues back to the data behind them.

  • Dashboards — yield, failures, throughput, downtime, critical anomalies, and quality KPIs.
  • Alerts & reports — based on failure rate, yield drops, process drift, risky assemblies, retest patterns, or recurring failures.
  • Traceability — follow issues across assemblies, stations, tests, repairs, lines, shifts, and production history.
Choose metricSet thresholdMonitor riskReceive alert/report
QualityLine traceability screen showing testing history by assembly, process, station, status, and production time.

Trace testing history by assembly, station, process, status, time, and production context.

Why QualityLine Is Different

QualityLine is an expert system for manufacturing quality and efficiency

It connects any type of manufacturing data and turns it into actionable quality intelligence — built specifically to understand manufacturing quality relationships, not just visualize data.

What matters QualityLine MES / ERP systems Generic BI dashboards Machine-level systems Manual analysis
Any type of data Connects machine, inspection, test, repair, MES, ERP, sensor, and manual data Hold production/business context, not cross-system quality signals Requires custom setup and modeling Usually limited to one system or machine Data stays scattered
No hardware installation Works with existing data Already in place, but not analytics-focused Depends on setup Often tied to equipment No hardware, but fully manual
Integration handled for you QualityLine manages the process Needs internal IT / system owners Often needs IT or BI support Limited cross-system integration Engineers do the work manually
Historical and live data Supports both Transactional, not quality-trend focused Possible but complex Depends on the system Hard to compare consistently
Root cause visibility Connects signals across systems Shows transactions, not root cause Shows charts, but not always causes Shows local machine data Slow and reactive
Manufacturing quality focus Built for yield, defects, traceability, failures, and quality KPIs Built for resource & order management Generic reporting Equipment-specific reporting Depends on manual effort
Actionable alerts Alerts teams when risk or patterns appear Order/inventory alerts, not quality patterns Usually custom-built Local threshold alerts only No automatic alerts

QualityLine helps teams understand not only what happened, but why it happened — using the data they already have.

Proven Impact

Proven impact across quality, efficiency, and performance

QualityLine helps manufacturers improve quality performance by turning disconnected production data into measurable action.

31%

Reduction in failure rate

Identify the quality patterns and process conditions connected to recurring failures.

24–35%

Increase in manufacturing efficiency

Reduce time lost to manual analysis, repeated investigations, and disconnected reporting.

26–32%

Improvement in product quality

Give quality and process teams clearer insight into what is affecting product performance.

10–12%

Increase in manufacturing capacity

Improve how production teams prioritize and act on quality and performance issues.

17%

Reduction in machine downtime

Connect downtime and quality signals to understand where production performance is being affected.

4–7 mo

Typical ROI

Turn quality improvement into measurable business impact faster.

Customers have also seen up to 30% improvement in production yield, 29% improvement in product field performance, and 50% reduction in client returns of faulty products.

Deployment & Security

No hardware. No system replacement. No heavy lift for your team.

QualityLine works with your existing manufacturing data. Your team provides the data, and QualityLine handles the integration. There is no need to install new hardware, replace machines, or rebuild your production systems. Historical and live data can both be used, depending on the project.

  • Works with any type of data
  • No hardware installation required
  • Integration handled by QualityLine
  • Historical and live data supported
  • NDA signed before data sharing
  • Built around existing systems
Trusted By Manufacturers

Trusted by manufacturers improving quality at scale

Stanley Black & DeckerMolexEmersonGilatSiemensJabilFlexSchneider ElectricMotorola Solutions
“With QualityLine AI analytics platform, we are able to drill down into each unit to quickly identify the root cause.”
— Eyal Zilca, Testing Leader at Stanley Healthcare
Molex

Improving production capacity and reducing failure rate

Molex used QualityLine AI technology while keeping its existing manufacturing process and data output. Within the first year, the company reduced its failure rate by 18% and improved production capacity by 22%.

Emerson

Improving yield and production visibility

With QualityLine’s customized solution, Emerson improved yield by 22%. The implementation improved data accuracy, production visibility, and root cause analysis across 18 production chains.

Gilat

Remote monitoring across factories and databases

Gilat introduced QualityLine’s real-time analytics with remote monitoring across 3 factories and more than 35 databases. Within the first year, production capacity improved by 12%.

Frequently asked questions

What is QualityLine?
QualityLine is AI-powered manufacturing quality analytics software that connects production, inspection, test, repair, MES, ERP, sensor, and manual data into one analytics layer. It helps manufacturers detect quality issues, improve yield, reduce failures, and find root causes faster.
What data can QualityLine connect to?
QualityLine can connect to many manufacturing data sources, including Pick & Place, AOI, ICT, SPI, Flying Probe, X-Ray, Reflow, FCT, Repair, MES, ERP, Sensors, and manually recorded data.
Does QualityLine require hardware installation?
No. QualityLine does not require hardware installation. It works with the manufacturing data the client already has.
Can QualityLine work with historical and live data?
Yes. QualityLine can work with both historical and live manufacturing data, depending on the client’s needs and available data sources.
How does QualityLine help with root cause analysis?
QualityLine connects data across different manufacturing systems and uses AI analytics to detect patterns, correlations, process drift, and failure signals. This helps engineers investigate root causes faster.
Is QualityLine only for SMT manufacturing?
QualityLine is especially strong for electronics, SMT, PCB assembly, EMS, automotive electronics, and medical device manufacturing. It can also support other manufacturing environments where quality data is available.
How is QualityLine different from BI dashboards?
A generic BI dashboard can visualize data, but it usually requires manual setup and does not understand manufacturing quality relationships by default. QualityLine is built specifically to connect manufacturing quality data and identify patterns related to yield, defects, failures, traceability, and root cause.
Is customer data protected?
Yes. QualityLine works with confidential manufacturing data under an NDA signed before data sharing. The client provides the data, and the QualityLine team handles the integration process securely.

See how QualityLine works with your manufacturing data

Request a demo to see how QualityLine connects your existing data sources and turns them into clear quality insights your team can act on.

Request Demo