Glossary

Characteristic extraction

Characteristic extraction is the capture of inspection characteristics from drawings, models, or specs into structured data.

First Article Inspection (FAI) in Aerospace Manufacturing and Regulated Supply Chains Ballooning and Characteristics

Characteristic extraction is the process of identifying and capturing product or process characteristics from engineering drawings, 3D models, specifications, or related technical documents so they can be managed as structured inspection or quality data.

In manufacturing quality workflows, the extracted characteristics commonly include dimensions, tolerances, GD&T requirements, material requirements, process notes, surface finishes, and other verifiable requirements. The output is often used for ballooning, inspection planning, first article inspection, AS9102 form population, traceability records, and revision impact analysis.

Characteristic extraction may be performed manually, semi-automatically, or with software that reads drawings and documents. It does not by itself determine whether a part conforms. Acceptance decisions, interpretation of ambiguous requirements, and nonconformance handling still require appropriate review within the applicable quality process.

The term should not be confused with machine learning feature extraction, which refers to deriving input features from data for analytics or modeling. In this context, characteristic extraction refers to manufacturing and inspection requirements taken from technical product definition.

Yes, MES can help coordinate customer sign-offs for FAIs by linking production evidence, inspection status, holds, and review workflows. It does not replace the customer’s approval process, AS9102 requirements, or external portals unless those integrations are defined, validated, and controlled.

When should FAI software integrate with ERP?

FAI software should integrate with ERP when ERP is the controlled source for part, revision, work order, purchase order, supplier, customer, lot, or shipment context used in the FAI. The integration should reduce re-entry and improve traceability, not turn ERP into the inspection record system.

When does a material change require FAI resubmission?

A material change usually requires FAI resubmission when it changes the approved design baseline, material specification, grade, form, treatment, or any condition that could affect fit, form, function, or required characteristics. A new lot alone usually does not trigger FAI unless customer or program rules say otherwise.

Can AI automatically balloon aerospace drawings for FAI?

AI can help identify and propose FAI balloons, but fully automatic, release-ready ballooning is usually not credible in aerospace without human review, controlled source data, revision governance, validation, and traceable approval.

Related Glossary

FAI Documentation Error

An FAI documentation error is a mistake, omission, or inconsistency in a First Article Inspection record package.

Supplier documentation

Supplier documentation is the set of records and files provided by a supplier to support purchased materials, parts, or services.