A governed Industrial AI glossary entry for MRO Catalog Hygiene, covering operational relevance, source records, ambiguity, engine ownership, and product boundary.
MRO catalog hygiene is the quality discipline of keeping spare-parts records complete, searchable, non-duplicated, and governed.
Decision framing, source qualification, evidence generation, confidence review, owner decision, and governed follow-up.
Decision question, operational source, mapped fields, evidence class, confidence tier, owner, review status, action, and audit metadata.
Decision intelligence supports accountable decisions; it does not transfer decision rights to an AI system.
A pump seal recorded once as MECH SEAL 2IN SS and again as MECHANICAL SEAL 2 INCH STAINLESS can split demand and inventory visibility.
PartsCleanse AI measures catalog hygiene by mapping fields, normalizing descriptions, scoring duplicate families, and reporting readiness gaps.
Product boundary: This definition describes a governed diagnostic concept. AI2COE does not treat it as a benchmark result, buyer-specific outcome evidence, certification, autonomous instruction, promised outcome, or ERP write-back action.
Glossary pages are reference entries. They support diagnostic evaluation, but the operating decision still depends on source data, confidence tiers, and accountable owner review.
This public definition is governed by the AI2COE Knowledge Dictionary and should be interpreted alongside the Industrial AI Readiness framework, assessment methodology, and evidence standards.
Use MRO Catalog Hygiene as a governed reference term, then check the source records, confidence tier, and owner review state before treating it as operational evidence.
Relevant records include: Decision question, operational source, mapped fields, evidence class, confidence tier, owner, review status, action, and audit metadata. The reviewer must also check source context, field meaning, and the stated ambiguity before action.
Decision intelligence supports accountable decisions; it does not transfer decision rights to an AI system.
ReadyMind AI is the primary engine. Supporting engines are used only when their evidence is substantively relevant: GovernanceMind AI.
This definition describes a governed diagnostic concept. AI2COE does not treat it as a benchmark result, buyer-specific outcome evidence, certification, autonomous instruction, promised outcome, or ERP write-back action.