Industrial Robot Vision Inspection Keyword Candidate Study

Filter-difference study

Against the 79-record Machine Vision Optical Sorting Keyword Candidate Study, this 78-record cohort shares 71 records. Only 7 occur here and 8 only in the reference; the union contains 86. These are filter-membership differences, not company entries or exits.

An ID-deduplicated archive snapshot, not the whole market, current recognition or operating results.

The largest recorded sub-industry participation gap is for Instrumentation and testing equipment: 20/78 here versus 19/79 in the reference, an absolute difference of 1.6 percentage points. The cohorts have overlapping company IDs and are not independent samples.

Zero means no recorded label, not no business; multi-label cells overlap.

Multi-label counts can overlap; filter compliance is not industrial advantage.

Existing excerpts do not certify entire old reports; list linkage is not final recognition. Full definitions are on the series page.

Fields can overlap; hits establish search relevance only.

Inspection systems must connect to process assessment

The Machine-vision inspection systems label covers 12 records (15.4% of this cohort). This archive clue raises a verification question about Inspection assessment or diagnosis for a defined process; it does not establish that these companies already deliver it.

Shared records with Machine Vision Optical Sorting Keyword Candidate Study: 71; records in this cohort but outside that set: 7. The intersection/union ratio is 82.6%, a measure of label overlap rather than business collaboration. Read comparison

Shared records with Intelligent Sensing Machine Vision Keyword Candidate Study: 65; records in this cohort but outside that set: 13. The intersection/union ratio is 67.0%, a measure of label overlap rather than business collaboration. Read comparison