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Services

Potential consulting scope for industrial optical metrology, machine vision, and measurement-system development.

Engagements are scoped case by case. Potential deliverables depend on available data, equipment access, technical constraints, and agreed acceptance criteria.

Optical Metrology & Measurement Systems

Technical consulting for measurement-system architecture, feasibility, and proof-of-concept development across MTF/CTF, stray light, wavefront, radiometric, and photometric applications.

Typical Engagement Needs

  • An off-the-shelf metrology system may not address the measurement requirement.
  • A measurement concept needs to connect optical physics with practical hardware constraints.
  • A custom optical parameter needs a feasible, repeatable measurement approach.

Potential Deliverables

  • Feasibility and measurement-architecture assessment
  • Optics, sensor, lens, and illumination trade study
  • Proof-of-concept design, simulation, or test-method plan

Potential Fit

Industrial R&D and hardware teams evaluating a custom optical measurement need.

Machine Vision & Automated Optical Inspection

Feasibility, proof-of-concept, and validation support for machine-vision and automated optical inspection workflows, including imaging conditions, algorithms, and decision criteria.

Typical Engagement Needs

  • Manual inspection is slow or subjective for the target industrial application.
  • An existing inspection method has poorly characterized false-reject or missed-detection behavior.

Potential Deliverables

  • Inspection concept or prototype workflow
  • Lighting, sensor, and imaging-system trade study
  • Validation plan and performance characterization

Potential Fit

Industrial engineering teams evaluating or improving an automated visual inspection method.

Industrial Test-Method Development

Test-method development and integration support for translating laboratory optical measurements toward repeatable industrial workflows.

Typical Engagement Needs

  • A laboratory measurement method is not yet suitable for an industrial environment.
  • A test setup is sensitive to alignment, ambient light, vibration, or cycle-time constraints.

Potential Deliverables

  • Test-method and SOP draft
  • Gage R&R study design and analysis
  • Cycle-time and automation-integration recommendations

Potential Fit

Industrial engineering and NPI teams evaluating a path from laboratory measurement to a repeatable test method.

Supplier & Cross-Site Measurement Correlation

Measurement-correlation assessment and method-alignment support across internal and supplier sites.

Typical Engagement Needs

  • MTF, stray-light, luminance, or other measurements differ between sites.
  • Method differences make cross-site quality decisions difficult to interpret.

Potential Deliverables

  • Cross-site measurement correlation analysis
  • Reference-sample and artifact strategy
  • Measurement-method and data-definition recommendations

Potential Fit

Industrial engineering and operations teams comparing measurements across multiple test sites.

Test Data Analysis & Dashboards

Data-analysis workflows and reporting prototypes for optical KPIs, yield metrics, and process-capability trends.

Typical Engagement Needs

  • High-dimensional spectral, image, or test data is difficult to review consistently.
  • Build-to-build trends and process shifts are not readily visible.

Potential Deliverables

  • Data-schema and analysis-workflow plan
  • KPI reporting or dashboard prototype
  • Yield and process-capability analysis with documented assumptions

Potential Fit

Industrial engineering teams seeking a clearer, reviewable analysis of complex measurement data.

Failure Analysis & Root Cause Support

Structured investigation support for optical-performance and measurement-system issues.

Typical Engagement Needs

  • An optical artifact or process shift has not been adequately characterized.
  • Available evidence does not yet distinguish design, component, assembly, or measurement-system effects.

Potential Deliverables

  • Evidence and candidate-cause summary
  • Root-cause investigation plan
  • Corrective-action and follow-up test recommendations

Potential Fit

Industrial engineering teams investigating an optical-quality or measurement-system issue.

Measurement System Validation

Characterization of measurement-system variation, bias, stability, and capability against agreed requirements.

Typical Engagement Needs

  • Measurement variation or bias has not been adequately characterized.
  • A technical decision requires a documented assessment of metrology capability and limitations.

Potential Deliverables

  • Validation or test protocol
  • Capability and limitations report
  • Uncertainty or error-budget assessment, when included in the agreed scope

Potential Fit

Industrial quality and test teams evaluating an optical measurement system.