QUALITY / ENGINEERED CONFIDENCE

Quality requirements.
Production evidence.

Define what must be checked, establish the reference and demonstrate the inspection process under representative operating conditions.

Quality methods.
Applied to the system.

The applicable customer specification, standard edition and project acceptance criteria guide the engineering work.

VDA 5.3 / Optical inspection capability

Plan the evaluation of optical measurement, attribute inspection and image processing, including machine-learning components where applicable.

MSA / Measurement-system analysis

Evaluate repeatability, reproducibility and relevant sources of variation using a method suited to the inspection task.

APQP / PFMEA / Control Plan

Connect product characteristics, process risks, inspection methods and the required reaction plan.

Customer-specific requirements

Translate program requirements for records, release, rework, retention and change control into the system scope.

Equipment & robot-cell safety

Include installation requirements, risk assessment, guarding, hazardous energy and electrical safety in the equipment engineering.

Acceptance includes
the whole process.

Assess the inspection as an installed production system.

REFERENCE

Clear quality decisions

Approved samples, defect definitions and reference measurements establish the basis for evaluation.

CAPABILITY

Representative variation

Evaluate the part, loading, surface condition and operating conditions relevant to the inspection task.

WORKFLOW

Release & recovery

Verify completed and incomplete checks, failure routing, communication interruptions and authorized recovery.

CHANGE

Continued control

Link results to the relevant recipe and software configuration, with review when the inspection process changes.

Traceability designed
into the workflow.

Make the product history useful for production, quality review and follow-up.

Product identity

Connect the assembly, variant and inspection event.

Inspection results

Associate feature-level results, relevant measured values and supporting records with the product.

Rework & reinspection

Preserve the relationship between the initial finding, correction and subsequent release.

Data handling

Define access, retention, customer interfaces and data ownership within the project agreement.

Performance with
a defined test basis.

Specify the application and evaluation conditions before interpreting an inspection result.

Evaluation topicWhat the review should establish
Measurement capabilityFeature, datum, tolerance, reference method, repeatability and relevant sources of variation.
Defect detectionDefect categories, reference decisions, sample composition, missed defects and unnecessary rejects.
Production timingIncluded station operations, part variants, processing and communication conditions.
Release & recoveryIncomplete checks, lost identity, failed communication, approved recovery and reinspection.
Change controlConfiguration used in the study and changes that trigger review or revalidation.
AI / OPERATING LIFECYCLE

Keep the basis
of the decision controlled.

Quality assurance continues after a model or station is first commissioned.

REFERENCE DATA

Representative samples

Document the product family, known defects, acceptable variation and agreed treatment of uncertain cases.

CONFIGURATION

Version-linked results

Record the applicable recipe and software configuration so the result can be interpreted later.

RUNNING CONDITIONS

Review meaningful change

Consider new materials, tooling, lighting, configurations and observed error patterns when reviewing continued capability.

APPROVED UPDATES

Verify before deployment

Use review, evaluation, deployment records and an agreed recovery approach when changing the inspection process.

YOUR NEXT PRODUCTION PROGRAM

Build quality
into the line.

Discuss your project