Manual testing analytics

Manual Testing Analytics for Electronics & EMS Manufacturing

Never miss, lose, or delay manual test and repair results again. Capture every operator input digitally, eliminate paperwork, and gain full end-to-end visibility of your manual testing processes.

Manual Testing Analytics

Save manual testing results directly into digital smart checklist and  forms to gain full analysys coverage of your manufacturing process

Your test and repair data is not saved electronically? Using QualityLine AI analytics you can easily turn your manufacturing to be fully digitized:

    • Create smart digital checklists and testing forms.
    • Let your operators type the manual test results directly into the digital checklists and forms.
    • Avoid any human errors in typing test results.  
    • Gain full end- to-end digital coverage of every step in your manufacturing process.

HOW DOES IT WORK

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Go paperless

Save results eletronically

Storing the assembly and test results in an electronic file allows searching and statistical analyses, analyzing data for potential improvements.

  • Automated anomaly detection of quality issues
  • Automatic alerts
  • Prediction of failures
  • Product design issues
  • Overall plant up to a single test result
  • Global online monitoring of all facilities worldwide
  • Automated monitoring on cost of efficiency and quality
  • Complete visibility of your manufacturing process
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Easily create digital checklists and forms

to be typed directly into the analysis system

QualityLine’s AI tecnology integrates and harmonizes manual data into one database. The technology eliminates the hours spent each week manually processing data from the operations team.

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Drive consistency

Use a sequencer application

Without following the procedures consistently, the manual data collected can be difficult to assess and interpret. QualityLine Manual testing analytics drives consistency by sequencing through the steps and procedures.

TECH SPECS

One Database

No API

No Hardware Installation

Data From ERP, MES, CRM and Others

One Database

No API

No Hardware Installation

Data From ERP, MES, CRM and Others

MTBF

Mean Time Between Failures

SLA

Services Level Performance

DOA

Dead On Arrival

RMA

% Returned Products

MTBF

Mean Time Between Failures

SLA

Services Level Performance

DOA

Dead On Arrival

RMA

% Returned Products

WHY IS IT IMPORTANT?

Data analytics refers to the process of examining datasets
to draw conclusions about the information they contain. Learn manufacturing by
Advanced manufacturing analytics that enables you to take row data and uncover
patterns to extract valuable insights from it.

The Problem We Solve

Manual testing is still heavily dependent on paper checklists, operator notes, manual signatures, and inconsistent data entry. This creates significant problems:

• Missing or incomplete manual test results
• Lost paper forms
• Delayed reporting
• No standardized checklist usage
• Human-error-based inconsistencies
• Inability to perform unified testing analytics
• No real-time visibility
• Lack of traceability across stations, operators, or equipment

Manufacturers end up with blind spots across the testing process — slowing down product release, blocking quality analysis, and increasing operational risk.

What Manual Testing Analytics From QualityLine Actually Is

QualityLine's Manual Testing Analytics turns every manual testing step into a fully digital, automated, and traceable process — with zero hardware changes.

You get:

• Digital smart checklists
• Digital smart forms
• Operator input typed directly into the system
• Real-time visibility of all manual testing results
• Error reduction and consistency across operators
• Standardized process sequences
• Automated data mapping into BI analytics
• Full end-to-end traceability

It transforms manual testing into a predictable, trackable, and fully analyzable workflow.

The Problems Manual Testing Analytics Eliminates

• Missing or late manual test results
• Paper-based processes with no traceability
• Human-error-driven inconsistencies
• No structured sequences in manual testing
• Incomplete quality records
• Delayed troubleshooting
• Difficult root cause discovery
• No connectivity between manual testing, machines, and repairs
• Impossible to perform unified analytics
• Lack of visibility into operator performance

What You Get

Digital Smart Checklists

Capabilities:

  • Digitize all manual testing checklists
  • Mandatory input fields for process consistency
  • Operator identity tracking
  • Direct connection to real-time data storage
  • Standardized sequencing

Key Benefits:

  • No more missing or incomplete test results
  • Consistent testing across shifts and operators
  • Clear visibility into every test performed

Digital Smart Forms

Capabilities:

  • Digitize repair forms, inspection forms, and approval workflows
  • Direct operator input
  • Automatic linkage to product serial numbers
  • Custom fields for your process

Benefits:

  • Zero handwritten errors
  • Faster reporting
  • All forms stored centrally and traceable

End-to-End Test Coverage

Capabilities:

  • Track every step of manual testing
  • Gain full transparency of operator actions
  • Connect manual testing to SMT, machine data, AOI/SPI, and repair data

Benefits:

  • Accurate analytics
  • Centralized reporting
  • Improved operator accountability

Integrated Process Sequencing

Capabilities:

  • Apply mandatory sequences
  • Ensure operator follows required order
  • Prevent skipped or forgotten steps

Benefits:

  • Higher accuracy
  • Consistent test execution
  • Automated compliance

Why It Matters

100%

Full digital coverage of manual testing

Zero lost or incomplete operator results

70%

Improvement in reporting efficiency

Significant decrease in test-related delays

Improved product reliability

Better test station efficiency

Higher customer satisfaction

Manual testing becomes fully automated, predictable, visible, and analytically useful across all departments.

Technical Advantages

✓ No hardware changes required
✓ Works with any type of manual station
✓ One centralized database
✓ Real-time analytics
✓ API-free data connectivity
✓ Unified operator and station visibility
✓ Automated dashboards and reports
✓ Sequencer application ensures process discipline

Frequently Asked Questions

What is manual testing analytics?

Manual testing analytics digitizes manual test results, checklists, and forms so manufacturers gain real-time visibility, traceability, and unified reporting without paper.

Do operators need special hardware?

No. Operators simply type results digitally using existing computers or tablets.

Can this work across different manual stations?

Yes. It supports inspection, functional testing, repair testing, QA checkpoints, and more.

Can it integrate with our other systems?

Yes. Manual test data is automatically unified with machine data, testing station data, and ERP/MES results.

Do we lose historical paper records?

No. Old records can be imported; all new results are fully digital.

What ROI can we expect?

Manufacturers usually see:

  • 60–70% time savings in reporting
  • 100% test result completeness
  • Faster decision-making
  • Higher quality and reduced rework

Ready to Digitize Your Manual Testing and Never Lose Results Again?

Eliminate paperwork, gain full visibility, and transform manual testing into a fully traceable and analyzable process with QualityLine.

Schedule Your Demo Today